{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "dad0ef1e-5873-45dd-b1e1-fc953bd9bfe4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-24T21:21:45.958000+08:00",
     "iopub.status.busy": "2022-03-24T21:21:45.295000+08:00",
     "iopub.status.idle": "2022-03-24T21:22:20.847000+08:00",
     "shell.execute_reply": "2022-03-24T21:22:20.806000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "(process:14296): GLib-GIO-WARNING **: 21:22:07.356: Unexpectedly, UWP app `Clipchamp.Clipchamp_2.2.4.0_neutral__yxz26nhyzhsrt' (AUMId `Clipchamp.Clipchamp_yxz26nhyzhsrt!App') supports 46 extensions but has no verbs\n"
     ]
    },
    {
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      "text/plain": [
       "34×34 Array{Gray{N0f8},2} with eltype Gray{N0f8}:\n",
       " Gray{N0f8}(1.0)  Gray{N0f8}(1.0)  …  Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
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       " Gray{N0f8}(1.0)  Gray{N0f8}(1.0)  …  Gray{N0f8}(1.0)  Gray{N0f8}(0.0)\n",
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       " Gray{N0f8}(1.0)  Gray{N0f8}(1.0)  …  Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(1.0)  Gray{N0f8}(1.0)     Gray{N0f8}(0.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " ⋮                                 ⋱                   \n",
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      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Images, ImageBinarization\n",
    "using ImageView, Revise\n",
    "im = load(\"circle.png\");\n",
    "# imshow(im);\n",
    "imre = imresize(im, (34,34))\n",
    "# imshow(imre);\n",
    "# imgb = binarize(imre, HistogramThresholding.Otsu::ImageBinarization.BinarizationAPI.AbstractImageBinarizationAlgorithm)\n",
    "# otsu = HistogramThresholding.Otsu();\n",
    "imgb = binarize(imre, HistogramThresholding.Otsu())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "40ac9c60-25f4-41cc-a45d-74bc2291bc6e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-25T03:32:48.032000+08:00",
     "iopub.status.busy": "2022-03-25T03:32:48.031000+08:00",
     "iopub.status.idle": "2022-03-25T03:32:48.619000+08:00",
     "shell.execute_reply": "2022-03-25T03:32:48.619000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "_information_scales"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "include(\"core.jl\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a3139599-8e27-4cdc-b584-d7d31541a1a1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-25T02:28:30.844000+08:00",
     "iopub.status.busy": "2022-03-25T02:28:30.810000+08:00",
     "iopub.status.idle": "2022-03-25T02:28:30.932000+08:00",
     "shell.execute_reply": "2022-03-25T02:28:30.930000+08:00"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "db = _PatternDataBase(im, [3,3]);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6b62ac4b-cd56-428a-ab2c-d69a2744f86d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-24T23:13:09.401000+08:00",
     "iopub.status.busy": "2022-03-24T23:13:09.399000+08:00",
     "iopub.status.idle": "2022-03-24T23:13:10.993000+08:00",
     "shell.execute_reply": "2022-03-24T23:13:10.993000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.5359074152774177"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "_entropy_ti(db)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "9b960810-79a3-420b-845a-876862b58e86",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-25T03:32:54.848000+08:00",
     "iopub.status.busy": "2022-03-25T03:32:54.847000+08:00",
     "iopub.status.idle": "2022-03-25T03:32:56.726000+08:00",
     "shell.execute_reply": "2022-03-25T03:32:56.726000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "16×1 Matrix{Float64}:\n",
       " 0.5837937985736694\n",
       " 0.7551219826818698\n",
       " 0.8023836467044172\n",
       " 0.8199284405124466\n",
       " 0.8204610610108366\n",
       " 0.8178317264594389\n",
       " 0.8189745774678765\n",
       " 0.822796483147352\n",
       " 0.8243327168316571\n",
       " 0.8258294135727656\n",
       " 0.8359696934777834\n",
       " 0.8496658865857544\n",
       " 0.8621570245595171\n",
       " 0.874629566974258\n",
       " 0.8834454444350356\n",
       " 0.8895793307387174"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x = _cal_entropy(imgb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "512c45fa-9e3a-4bc1-8735-43ce87f9a464",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-25T02:48:43.845000+08:00",
     "iopub.status.busy": "2022-03-25T02:48:43.845000+08:00",
     "iopub.status.idle": "2022-03-25T02:48:43.914000+08:00",
     "shell.execute_reply": "2022-03-25T02:48:43.914000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "  247.59,1445.72 375.33,684.99 503.071,475.14 630.812,397.238 758.552,394.873 886.293,406.548 1014.03,401.473 1141.77,384.503 1269.51,377.682 1397.26,371.037 \n",
       "  1525,326.012 1652.74,265.199 1780.48,209.736 1908.22,154.356 2035.96,115.212 2163.7,87.9763 \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Plots\n",
    "scatter(x)\n",
    "plot!(x, legend = false)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "548fff78-27bc-4f73-945c-60868222d83f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T14:55:13.902000+08:00",
     "iopub.status.busy": "2022-03-22T14:55:13.902000+08:00",
     "iopub.status.idle": "2022-03-22T14:55:27.670000+08:00",
     "shell.execute_reply": "2022-03-22T14:55:27.670000+08:00"
    }
   },
   "outputs": [],
   "source": [
    "using BenchmarkTools\n",
    "pat = [2,2];position = [3, 3];\n",
    "a1 = @benchmark _GetArray(_GetPattern(imgb, position, pat));\n",
    "a2 = @benchmark _GetArray2(imgb, position, pat);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "2dc3dbaf-07f2-40f9-bad0-d155f87802b9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T14:55:34.222000+08:00",
     "iopub.status.busy": "2022-03-22T14:55:34.222000+08:00",
     "iopub.status.idle": "2022-03-22T14:55:37.404000+08:00",
     "shell.execute_reply": "2022-03-22T14:55:37.388000+08:00"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "BenchmarkTools.Trial: 10000 samples with 737 evaluations.\n",
       " Range \u001b[90m(\u001b[39m\u001b[36m\u001b[1mmin\u001b[22m\u001b[39m … \u001b[35mmax\u001b[39m\u001b[90m):  \u001b[39m\u001b[36m\u001b[1m172.863 ns\u001b[22m\u001b[39m … \u001b[35m 19.284 μs\u001b[39m  \u001b[90m┊\u001b[39m GC \u001b[90m(\u001b[39mmin … max\u001b[90m): \u001b[39m0.00% … 98.48%\n",
       " Time  \u001b[90m(\u001b[39m\u001b[34m\u001b[1mmedian\u001b[22m\u001b[39m\u001b[90m):     \u001b[39m\u001b[34m\u001b[1m185.617 ns               \u001b[22m\u001b[39m\u001b[90m┊\u001b[39m GC \u001b[90m(\u001b[39mmedian\u001b[90m):    \u001b[39m0.00%\n",
       " Time  \u001b[90m(\u001b[39m\u001b[32m\u001b[1mmean\u001b[22m\u001b[39m ± \u001b[32mσ\u001b[39m\u001b[90m):   \u001b[39m\u001b[32m\u001b[1m263.369 ns\u001b[22m\u001b[39m ± \u001b[32m602.766 ns\u001b[39m  \u001b[90m┊\u001b[39m GC \u001b[90m(\u001b[39mmean ± σ\u001b[90m):  \u001b[39m7.48% ±  3.27%\n",
       "\n",
       "  \u001b[39m█\u001b[39m█\u001b[34m▅\u001b[39m\u001b[39m▃\u001b[39m▂\u001b[39m▁\u001b[39m \u001b[39m \u001b[39m▂\u001b[39m▃\u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[32m▄\u001b[39m\u001b[39m▄\u001b[39m▆\u001b[39m▃\u001b[39m▂\u001b[39m▁\u001b[39m \u001b[39m \u001b[39m▁\u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m▂\u001b[39m▁\u001b[39m \u001b[39m▃\u001b[39m▄\u001b[39m \u001b[39m▂\u001b[39m▁\u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m▂\n",
       "  \u001b[39m█\u001b[39m█\u001b[34m█\u001b[39m\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m▇\u001b[39m▇\u001b[39m▆\u001b[32m█\u001b[39m\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m▇\u001b[39m█\u001b[39m▇\u001b[39m▆\u001b[39m█\u001b[39m▇\u001b[39m▇\u001b[39m▆\u001b[39m▇\u001b[39m▆\u001b[39m▅\u001b[39m▄\u001b[39m▆\u001b[39m▅\u001b[39m▆\u001b[39m▆\u001b[39m▆\u001b[39m█\u001b[39m█\u001b[39m▇\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m▇\u001b[39m▆\u001b[39m▆\u001b[39m▇\u001b[39m▆\u001b[39m▆\u001b[39m█\u001b[39m█\u001b[39m▆\u001b[39m█\u001b[39m▇\u001b[39m▆\u001b[39m▆\u001b[39m▅\u001b[39m▆\u001b[39m \u001b[39m█\n",
       "  173 ns\u001b[90m        \u001b[39m\u001b[90mHistogram: \u001b[39m\u001b[90m\u001b[1mlog(\u001b[22m\u001b[39m\u001b[90mfrequency\u001b[39m\u001b[90m\u001b[1m)\u001b[22m\u001b[39m\u001b[90m by time\u001b[39m        564 ns \u001b[0m\u001b[1m<\u001b[22m\n",
       "\n",
       " Memory estimate\u001b[90m: \u001b[39m\u001b[33m176 bytes\u001b[39m, allocs estimate\u001b[90m: \u001b[39m\u001b[33m3\u001b[39m."
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "e37f2e86-bb52-4432-85cd-8650dcc3bd75",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T14:55:43.753000+08:00",
     "iopub.status.busy": "2022-03-22T14:55:43.753000+08:00",
     "iopub.status.idle": "2022-03-22T14:55:43.794000+08:00",
     "shell.execute_reply": "2022-03-22T14:55:43.793000+08:00"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "BenchmarkTools.Trial: 10000 samples with 737 evaluations.\n",
       " Range \u001b[90m(\u001b[39m\u001b[36m\u001b[1mmin\u001b[22m\u001b[39m … \u001b[35mmax\u001b[39m\u001b[90m):  \u001b[39m\u001b[36m\u001b[1m179.104 ns\u001b[22m\u001b[39m … \u001b[35m36.282 μs\u001b[39m  \u001b[90m┊\u001b[39m GC \u001b[90m(\u001b[39mmin … max\u001b[90m): \u001b[39m 0.00% … 98.26%\n",
       " Time  \u001b[90m(\u001b[39m\u001b[34m\u001b[1mmedian\u001b[22m\u001b[39m\u001b[90m):     \u001b[39m\u001b[34m\u001b[1m547.761 ns              \u001b[22m\u001b[39m\u001b[90m┊\u001b[39m GC \u001b[90m(\u001b[39mmedian\u001b[90m):    \u001b[39m 0.00%\n",
       " Time  \u001b[90m(\u001b[39m\u001b[32m\u001b[1mmean\u001b[22m\u001b[39m ± \u001b[32mσ\u001b[39m\u001b[90m):   \u001b[39m\u001b[32m\u001b[1m630.799 ns\u001b[22m\u001b[39m ± \u001b[32m 1.655 μs\u001b[39m  \u001b[90m┊\u001b[39m GC \u001b[90m(\u001b[39mmean ± σ\u001b[90m):  \u001b[39m14.97% ±  5.71%\n",
       "\n",
       "  \u001b[39m█\u001b[39m▄\u001b[39m▁\u001b[39m▅\u001b[39m▃\u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m▁\u001b[39m▂\u001b[39m▅\u001b[39m▃\u001b[39m▁\u001b[39m▁\u001b[39m \u001b[39m▃\u001b[39m▇\u001b[34m▇\u001b[39m\u001b[39m▇\u001b[39m▆\u001b[39m▄\u001b[32m▂\u001b[39m\u001b[39m▂\u001b[39m▁\u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m▁\u001b[39m▁\u001b[39m▃\u001b[39m▃\u001b[39m▄\u001b[39m▃\u001b[39m▄\u001b[39m▃\u001b[39m▂\u001b[39m▁\u001b[39m▁\u001b[39m▁\u001b[39m▁\u001b[39m▁\u001b[39m▁\u001b[39m▁\u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m \u001b[39m▂\n",
       "  \u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m▇\u001b[39m▇\u001b[39m▇\u001b[39m▆\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[34m█\u001b[39m\u001b[39m█\u001b[39m█\u001b[39m█\u001b[32m█\u001b[39m\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m▇\u001b[39m█\u001b[39m▇\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m█\u001b[39m▇\u001b[39m▇\u001b[39m▇\u001b[39m▆\u001b[39m▅\u001b[39m▅\u001b[39m▅\u001b[39m▅\u001b[39m▅\u001b[39m \u001b[39m█\n",
       "  179 ns\u001b[90m        \u001b[39m\u001b[90mHistogram: \u001b[39m\u001b[90m\u001b[1mlog(\u001b[22m\u001b[39m\u001b[90mfrequency\u001b[39m\u001b[90m\u001b[1m)\u001b[22m\u001b[39m\u001b[90m by time\u001b[39m      1.34 μs \u001b[0m\u001b[1m<\u001b[22m\n",
       "\n",
       " Memory estimate\u001b[90m: \u001b[39m\u001b[33m512 bytes\u001b[39m, allocs estimate\u001b[90m: \u001b[39m\u001b[33m2\u001b[39m."
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "090fc033-f447-4d29-9a48-d785459fb8b0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-25T02:29:22.563000+08:00",
     "iopub.status.busy": "2022-03-25T02:29:22.562000+08:00",
     "iopub.status.idle": "2022-03-25T02:29:30.815000+08:00",
     "shell.execute_reply": "2022-03-25T02:29:30.814000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LsqFit.LsqFitResult{Vector{Float64}, Vector{Float64}, Matrix{Float64}, Vector{Float64}}([0.8366300458141669, 2.9318777101743407], [-0.007859244932130166, 0.004249776349515011, 1.2453286086011595e-5, -0.005236219170281831, -0.0075928908035594045, -0.007552952362567367, -0.0047796044682020256, -0.0002913810437954467, 0.004283182073068326, 0.007933257201015231  …  -0.027416096350045827, -0.032574484578572926, -0.03708588435626936, -0.04039548940398341, -0.04246893937071383, -0.044461991340014606, -0.04673706521806664, -0.04933717011788852, -0.04987901835135311, -0.046534098776183086], [0.2889967982195547 -0.06920114976687694; 0.49447444705842686 -0.09840447810246455; … ; 0.9999999448282512 -2.6311579620247495e-7; 0.9999999607790611 -1.908919156011634e-7], true, Float64[])"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using LsqFit\n",
    "# 指数函数\n",
    "@. model1(x, p) = p[1] * (1 - exp(-x/p[2]))  # 指数模型\n",
    "xdata = 1:50.0;\n",
    "ydata = vec(x);  # x是Matrix类型，需要转换成Vectors类型\n",
    "p0 = [0.5, 3]\n",
    "fit1 = curve_fit(model1,xdata,ydata,p0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "3599e308-eae6-4eb0-bd1c-017d41548b46",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T15:52:29.049000+08:00",
     "iopub.status.busy": "2022-03-22T15:52:29.048000+08:00",
     "iopub.status.idle": "2022-03-22T15:52:29.145000+08:00",
     "shell.execute_reply": "2022-03-22T15:52:29.145000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
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       "  303.319,826.288 303.742,824.132 304.164,821.983 304.587,819.842 305.01,817.707 305.433,815.58 305.856,813.46 306.279,811.348 306.701,809.242 307.124,807.144 \n",
       "  307.547,805.053 307.97,802.969 308.393,800.892 308.816,798.822 309.238,796.76 309.661,794.704 310.084,792.655 310.507,790.613 310.93,788.579 311.353,786.551 \n",
       "  311.775,784.53 312.198,782.516 312.621,780.509 313.044,778.508 313.467,776.515 313.889,774.528 314.312,772.548 314.735,770.574 315.158,768.608 315.581,766.648 \n",
       "  316.004,764.695 316.426,762.748 316.849,760.808 317.272,758.875 317.695,756.948 318.118,755.028 318.541,753.114 318.963,751.207 319.386,749.307 319.809,747.413 \n",
       "  320.232,745.525 320.655,743.644 321.078,741.769 321.5,739.9 321.923,738.038 322.346,736.182 322.769,734.333 323.192,732.49 323.614,730.653 324.037,728.822 \n",
       "  324.46,726.998 324.883,725.18 325.306,723.368 325.729,721.562 326.151,719.762 326.574,717.969 326.997,716.181 327.42,714.4 327.843,712.624 328.266,710.855 \n",
       "  328.688,709.092 329.111,707.335 329.534,705.584 329.957,703.838 330.38,702.099 330.803,700.366 331.225,698.638 331.648,696.916 332.071,695.201 332.494,693.491 \n",
       "  332.917,691.787 333.339,690.088 333.762,688.396 334.185,686.709 334.608,685.028 335.031,683.353 335.454,681.683 335.876,680.019 336.299,678.361 336.722,676.708 \n",
       "  337.145,675.062 337.568,673.42 337.991,671.784 338.413,670.154 338.836,668.53 339.259,666.91 339.682,665.297 340.105,663.689 340.527,662.086 340.95,660.489 \n",
       "  341.373,658.897 341.796,657.311 342.219,655.73 342.642,654.155 343.064,652.584 343.487,651.02 343.91,649.46 344.333,647.906 344.756,646.357 345.179,644.813 \n",
       "  345.601,643.275 346.024,641.742 346.447,640.214 346.87,638.691 347.293,637.174 347.716,635.661 348.138,634.154 348.561,632.652 348.984,631.155 349.407,629.663 \n",
       "  349.83,628.177 350.252,626.695 350.675,625.218 351.098,623.747 351.521,622.28 351.944,620.818 352.367,619.362 352.789,617.91 353.212,616.463 353.635,615.022 \n",
       "  354.058,613.585 354.481,612.153 354.904,610.725 355.326,609.303 355.749,607.886 356.172,606.473 356.595,605.065 357.018,603.662 357.441,602.264 357.863,600.871 \n",
       "  358.286,599.482 358.709,598.098 359.132,596.719 359.555,595.344 359.977,593.974 360.4,592.609 360.823,591.248 361.246,589.892 361.669,588.541 362.092,587.194 \n",
       "  362.514,585.852 362.937,584.514 363.36,583.181 363.783,581.853 364.206,580.529 364.629,579.209 365.051,577.894 365.474,576.584 365.897,575.278 366.32,573.976 \n",
       "  366.743,572.679 367.166,571.386 367.588,570.098 368.011,568.814 368.434,567.535 368.857,566.259 369.28,564.988 369.702,563.722 370.125,562.46 370.548,561.202 \n",
       "  370.971,559.948 371.394,558.699 371.817,557.454 372.239,556.213 372.662,554.976 373.085,553.744 373.508,552.515 373.931,551.291 374.354,550.071 374.776,548.856 \n",
       "  375.199,547.644 375.622,546.436 376.045,545.233 376.468,544.034 376.891,542.839 377.313,541.647 377.736,540.46 378.159,539.277 378.582,538.098 379.005,536.923 \n",
       "  379.427,535.752 379.85,534.585 380.273,533.422 380.696,532.263 381.119,531.108 381.542,529.957 381.964,528.81 382.387,527.666 382.81,526.527 383.233,525.391 \n",
       "  383.656,524.259 384.079,523.132 384.501,522.008 384.924,520.887 385.347,519.771 385.77,518.658 386.193,517.55 386.616,516.445 387.038,515.343 387.461,514.246 \n",
       "  387.884,513.152 388.307,512.062 388.73,510.976 389.152,509.893 389.575,508.814 389.998,507.739 390.421,506.667 390.844,505.599 391.267,504.535 391.689,503.474 \n",
       "  392.112,502.417 392.535,501.364 392.958,500.314 393.381,499.267 393.804,498.225 394.226,497.185 394.649,496.15 395.072,495.117 395.495,494.089 395.918,493.064 \n",
       "  396.341,492.042 396.763,491.024 397.186,490.009 397.609,488.998 398.032,487.99 398.455,486.986 398.877,485.985 399.3,484.987 399.723,483.993 400.146,483.002 \n",
       "  400.569,482.015 400.992,481.031 401.414,480.05 401.837,479.073 402.26,478.099 402.683,477.128 403.106,476.161 403.529,475.197 403.951,474.236 404.374,473.278 \n",
       "  404.797,472.324 405.22,471.373 405.643,470.425 406.066,469.481 406.488,468.539 406.911,467.601 407.334,466.666 407.757,465.734 408.18,464.806 408.602,463.88 \n",
       "  409.025,462.958 409.448,462.039 409.871,461.123 410.294,460.21 410.717,459.3 411.139,458.394 411.562,457.49 411.985,456.589 412.408,455.692 412.831,454.798 \n",
       "  413.254,453.906 413.676,453.018 414.099,452.133 414.522,451.25 414.945,450.371 415.368,449.495 415.791,448.622 416.213,447.751 416.636,446.884 417.059,446.019 \n",
       "  417.482,445.158 417.905,444.299 418.327,443.444 418.75,442.591 419.173,441.741 419.596,440.894 420.019,440.05 420.442,439.209 420.864,438.371 421.287,437.536 \n",
       "  421.71,436.703 422.133,435.873 422.556,435.046 422.979,434.222 423.401,433.401 423.824,432.582 424.247,431.767 424.67,430.954 425.093,430.144 425.516,429.336 \n",
       "  425.938,428.532 426.361,427.73 426.784,426.93 427.207,426.134 427.63,425.34 428.052,424.549 428.475,423.761 428.898,422.975 429.321,422.192 429.744,421.412 \n",
       "  430.167,420.634 430.589,419.859 431.012,419.087 431.435,418.317 431.858,417.55 432.281,416.785 432.704,416.023 433.126,415.264 433.549,414.507 433.972,413.753 \n",
       "  434.395,413.001 434.818,412.252 435.24,411.506 435.663,410.762 436.086,410.021 436.509,409.282 436.932,408.545 437.355,407.811 437.777,407.08 438.2,406.351 \n",
       "  438.623,405.625 439.046,404.901 439.469,404.179 439.892,403.46 440.314,402.744 440.737,402.03 441.16,401.318 441.583,400.609 442.006,399.902 442.429,399.198 \n",
       "  442.851,398.496 443.274,397.796 443.697,397.099 444.12,396.404 444.543,395.711 444.965,395.021 445.388,394.333 445.811,393.648 446.234,392.965 446.657,392.284 \n",
       "  447.08,391.605 447.502,390.929 447.925,390.255 448.348,389.584 448.771,388.914 449.194,388.247 449.617,387.583 450.039,386.92 450.462,386.26 450.885,385.602 \n",
       "  451.308,384.946 451.731,384.293 452.154,383.641 452.576,382.992 452.999,382.345 453.422,381.701 453.845,381.058 454.268,380.418 454.69,379.78 455.113,379.144 \n",
       "  455.536,378.51 455.959,377.879 456.382,377.249 456.805,376.622 457.227,375.997 457.65,375.374 458.073,374.753 458.496,374.134 458.919,373.517 459.342,372.903 \n",
       "  459.764,372.29 460.187,371.68 460.61,371.071 461.033,370.465 461.456,369.861 461.879,369.259 462.301,368.659 462.724,368.061 463.147,367.465 463.57,366.871 \n",
       "  463.993,366.279 464.415,365.689 464.838,365.101 465.261,364.515 465.684,363.931 466.107,363.349 466.53,362.769 466.952,362.191 467.375,361.615 467.798,361.041 \n",
       "  468.221,360.469 468.644,359.899 469.067,359.33 469.489,358.764 469.912,358.2 470.335,357.637 470.758,357.077 471.181,356.518 471.604,355.961 472.026,355.407 \n",
       "  472.449,354.854 472.872,354.303 473.295,353.753 473.718,353.206 474.14,352.661 474.563,352.117 474.986,351.575 475.409,351.035 475.832,350.497 476.255,349.961 \n",
       "  476.677,349.427 477.1,348.894 477.523,348.363 477.946,347.834 478.369,347.307 478.792,346.782 479.214,346.258 479.637,345.737 480.06,345.217 480.483,344.698 \n",
       "  480.906,344.182 481.329,343.667 481.751,343.154 482.174,342.643 482.597,342.134 483.02,341.626 483.443,341.12 483.865,340.616 484.288,340.113 484.711,339.612 \n",
       "  485.134,339.113 485.557,338.616 485.98,338.12 486.402,337.626 486.825,337.133 487.248,336.643 487.671,336.154 488.094,335.666 488.517,335.18 488.939,334.696 \n",
       "  489.362,334.214 489.785,333.733 490.208,333.254 490.631,332.777 491.054,332.301 491.476,331.826 491.899,331.354 492.322,330.883 492.745,330.413 493.168,329.946 \n",
       "  493.59,329.479 494.013,329.015 494.436,328.552 494.859,328.09 495.282,327.63 495.705,327.172 496.127,326.715 496.55,326.26 496.973,325.806 497.396,325.354 \n",
       "  497.819,324.903 498.242,324.454 498.664,324.007 499.087,323.561 499.51,323.116 499.933,322.673 500.356,322.232 500.779,321.792 501.201,321.353 501.624,320.916 \n",
       "  502.047,320.481 502.47,320.047 502.893,319.614 503.315,319.183 503.738,318.754 504.161,318.326 504.584,317.899 505.007,317.474 505.43,317.05 505.852,316.628 \n",
       "  506.275,316.207 506.698,315.787 507.121,315.369 507.544,314.953 507.967,314.537 508.389,314.124 508.812,313.711 509.235,313.3 509.658,312.891 510.081,312.483 \n",
       "  510.504,312.076 510.926,311.67 511.349,311.266 511.772,310.864 512.195,310.462 512.618,310.063 513.04,309.664 513.463,309.267 513.886,308.871 514.309,308.477 \n",
       "  514.732,308.083 515.155,307.692 515.577,307.301 516,306.912 516.423,306.524 516.846,306.138 517.269,305.753 517.692,305.369 518.114,304.986 518.537,304.605 \n",
       "  518.96,304.225 519.383,303.846 519.806,303.469 520.228,303.093 520.651,302.718 521.074,302.344 521.497,301.972 521.92,301.601 522.343,301.232 522.765,300.863 \n",
       "  523.188,300.496 523.611,300.13 524.034,299.765 524.457,299.402 524.88,299.039 525.302,298.678 525.725,298.319 526.148,297.96 526.571,297.603 526.994,297.247 \n",
       "  527.417,296.892 527.839,296.538 528.262,296.186 528.685,295.834 529.108,295.484 529.531,295.135 529.953,294.788 530.376,294.441 530.799,294.096 531.222,293.752 \n",
       "  531.645,293.409 532.068,293.067 532.49,292.726 532.913,292.387 533.336,292.048 533.759,291.711 534.182,291.375 534.605,291.04 535.027,290.706 535.45,290.374 \n",
       "  535.873,290.042 536.296,289.712 536.719,289.383 537.142,289.054 537.564,288.727 537.987,288.402 538.41,288.077 538.833,287.753 539.256,287.431 539.678,287.109 \n",
       "  540.101,286.789 540.524,286.469 540.947,286.151 541.37,285.834 541.793,285.518 542.215,285.203 542.638,284.889 543.061,284.576 543.484,284.265 543.907,283.954 \n",
       "  544.33,283.644 544.752,283.336 545.175,283.028 545.598,282.722 546.021,282.416 546.444,282.112 546.867,281.808 547.289,281.506 547.712,281.205 548.135,280.905 \n",
       "  548.558,280.605 548.981,280.307 549.403,280.01 549.826,279.714 550.249,279.418 550.672,279.124 551.095,278.831 551.518,278.539 551.94,278.248 552.363,277.957 \n",
       "  552.786,277.668 553.209,277.38 553.632,277.093 554.055,276.806 554.477,276.521 554.9,276.237 555.323,275.954 555.746,275.671 556.169,275.39 556.592,275.109 \n",
       "  557.014,274.83 557.437,274.551 557.86,274.273 558.283,273.997 558.706,273.721 559.128,273.446 559.551,273.172 559.974,272.9 560.397,272.628 560.82,272.356 \n",
       "  561.243,272.086 561.665,271.817 562.088,271.549 562.511,271.281 562.934,271.015 563.357,270.749 563.78,270.485 564.202,270.221 564.625,269.958 565.048,269.696 \n",
       "  565.471,269.435 565.894,269.175 566.317,268.915 566.739,268.657 567.162,268.399 567.585,268.143 568.008,267.887 568.431,267.632 568.853,267.378 569.276,267.125 \n",
       "  569.699,266.872 570.122,266.621 570.545,266.37 570.968,266.121 571.39,265.872 571.813,265.624 572.236,265.376 572.659,265.13 573.082,264.884 573.505,264.64 \n",
       "  573.927,264.396 574.35,264.153 574.773,263.911 575.196,263.669 575.619,263.429 576.042,263.189 576.464,262.95 576.887,262.712 577.31,262.475 577.733,262.238 \n",
       "  578.156,262.002 578.578,261.767 579.001,261.533 579.424,261.3 579.847,261.068 580.27,260.836 580.693,260.605 581.115,260.375 581.538,260.145 581.961,259.917 \n",
       "  582.384,259.689 582.807,259.462 583.23,259.236 583.652,259.01 584.075,258.786 584.498,258.562 584.921,258.339 585.344,258.116 585.767,257.894 586.189,257.674 \n",
       "  586.612,257.453 587.035,257.234 587.458,257.015 587.881,256.797 588.303,256.58 588.726,256.364 589.149,256.148 589.572,255.933 589.995,255.719 590.418,255.505 \n",
       "  590.84,255.293 591.263,255.081 591.686,254.869 592.109,254.659 592.532,254.449 592.955,254.24 593.377,254.031 593.8,253.823 594.223,253.616 594.646,253.41 \n",
       "  595.069,253.204 595.492,252.999 595.914,252.795 596.337,252.592 596.76,252.389 597.183,252.187 597.606,251.985 598.028,251.784 598.451,251.584 598.874,251.385 \n",
       "  599.297,251.186 599.72,250.988 600.143,250.791 600.565,250.594 600.988,250.398 601.411,250.203 601.834,250.008 602.257,249.814 602.68,249.62 603.102,249.428 \n",
       "  603.525,249.236 603.948,249.044 604.371,248.853 604.794,248.663 605.217,248.474 605.639,248.285 606.062,248.097 606.485,247.909 606.908,247.722 607.331,247.536 \n",
       "  607.753,247.35 608.176,247.165 608.599,246.981 609.022,246.797 609.445,246.614 609.868,246.432 610.29,246.25 610.713,246.069 611.136,245.888 611.559,245.708 \n",
       "  611.982,245.529 612.405,245.35 612.827,245.172 613.25,244.994 613.673,244.817 614.096,244.641 614.519,244.465 614.941,244.29 615.364,244.115 615.787,243.941 \n",
       "  616.21,243.768 616.633,243.595 617.056,243.423 617.478,243.251 617.901,243.08 618.324,242.91 618.747,242.74 619.17,242.57 619.593,242.402 620.015,242.233 \n",
       "  620.438,242.066 620.861,241.899 621.284,241.732 621.707,241.567 622.13,241.401 622.552,241.236 622.975,241.072 623.398,240.909 623.821,240.746 624.244,240.583 \n",
       "  624.666,240.421 625.089,240.26 625.512,240.099 625.935,239.939 626.358,239.779 626.781,239.62 627.203,239.461 627.626,239.303 628.049,239.145 628.472,238.988 \n",
       "  628.895,238.832 629.318,238.676 629.74,238.52 630.163,238.365 630.586,238.211 631.009,238.057 631.432,237.904 631.855,237.751 632.277,237.598 632.7,237.447 \n",
       "  633.123,237.295 633.546,237.145 633.969,236.994 634.391,236.845 634.814,236.695 635.237,236.547 635.66,236.398 636.083,236.251 636.506,236.103 636.928,235.957 \n",
       "  637.351,235.811 637.774,235.665 638.197,235.52 638.62,235.375 639.043,235.231 639.465,235.087 639.888,234.944 640.311,234.801 640.734,234.659 641.157,234.517 \n",
       "  641.58,234.376 642.002,234.235 642.425,234.094 642.848,233.955 643.271,233.815 643.694,233.676 644.116,233.538 644.539,233.4 644.962,233.262 645.385,233.125 \n",
       "  645.808,232.989 646.231,232.853 646.653,232.717 647.076,232.582 647.499,232.447 647.922,232.313 648.345,232.179 648.768,232.046 649.19,231.913 649.613,231.78 \n",
       "  650.036,231.648 650.459,231.517 650.882,231.386 651.305,231.255 651.727,231.125 652.15,230.995 652.573,230.866 652.996,230.737 653.419,230.609 653.841,230.481 \n",
       "  654.264,230.353 654.687,230.226 655.11,230.099 655.533,229.973 655.956,229.847 656.378,229.722 656.801,229.597 657.224,229.472 657.647,229.348 658.07,229.224 \n",
       "  658.493,229.101 658.915,228.978 659.338,228.856 659.761,228.734 660.184,228.612 660.607,228.491 661.03,228.37 661.452,228.25 661.875,228.13 662.298,228.01 \n",
       "  662.721,227.891 663.144,227.772 663.566,227.654 663.989,227.536 664.412,227.418 664.835,227.301 665.258,227.185 665.681,227.068 666.103,226.952 666.526,226.837 \n",
       "  666.949,226.722 667.372,226.607 667.795,226.492 668.218,226.378 668.64,226.265 669.063,226.152 669.486,226.039 669.909,225.926 670.332,225.814 670.755,225.703 \n",
       "  671.177,225.591 671.6,225.48 672.023,225.37 672.446,225.26 672.869,225.15 673.291,225.041 673.714,224.932 674.137,224.823 674.56,224.715 674.983,224.607 \n",
       "  675.406,224.499 675.828,224.392 676.251,224.285 676.674,224.179 677.097,224.073 677.52,223.967 677.943,223.861 678.365,223.756 678.788,223.652 679.211,223.547 \n",
       "  679.634,223.443 680.057,223.34 680.48,223.237 680.902,223.134 681.325,223.031 681.748,222.929 682.171,222.827 682.594,222.726 683.016,222.624 683.439,222.524 \n",
       "  683.862,222.423 684.285,222.323 684.708,222.223 685.131,222.124 685.553,222.025 685.976,221.926 686.399,221.827 686.822,221.729 687.245,221.632 687.668,221.534 \n",
       "  688.09,221.437 688.513,221.34 688.936,221.244 689.359,221.148 689.782,221.052 690.205,220.957 690.627,220.861 691.05,220.767 691.473,220.672 691.896,220.578 \n",
       "  692.319,220.484 692.741,220.391 693.164,220.297 693.587,220.204 694.01,220.112 694.433,220.02 694.856,219.928 695.278,219.836 695.701,219.745 696.124,219.654 \n",
       "  696.547,219.563 696.97,219.473 697.393,219.383 697.815,219.293 698.238,219.203 698.661,219.114 699.084,219.025 699.507,218.937 699.93,218.849 700.352,218.761 \n",
       "  700.775,218.673 701.198,218.586 701.621,218.499 702.044,218.412 702.466,218.325 702.889,218.239 703.312,218.153 703.735,218.068 704.158,217.982 704.581,217.897 \n",
       "  705.003,217.813 705.426,217.728 705.849,217.644 706.272,217.56 706.695,217.477 707.118,217.393 707.54,217.31 707.963,217.228 708.386,217.145 708.809,217.063 \n",
       "  709.232,216.981 709.654,216.9 710.077,216.818 710.5,216.737 710.923,216.656 711.346,216.576 711.769,216.496 712.191,216.416 712.614,216.336 713.037,216.257 \n",
       "  713.46,216.178 713.883,216.099 714.306,216.02 714.728,215.942 715.151,215.864 715.574,215.786 715.997,215.708 716.42,215.631 716.843,215.554 717.265,215.477 \n",
       "  717.688,215.401 718.111,215.325 718.534,215.249 718.957,215.173 719.379,215.098 719.802,215.022 720.225,214.948 720.648,214.873 721.071,214.798 721.494,214.724 \n",
       "  721.916,214.65 722.339,214.577 722.762,214.503 723.185,214.43 723.608,214.357 724.031,214.285 724.453,214.212 724.876,214.14 725.299,214.068 725.722,213.996 \n",
       "  726.145,213.925 726.568,213.854 726.99,213.783 727.413,213.712 727.836,213.642 728.259,213.571 728.682,213.501 729.104,213.432 729.527,213.362 729.95,213.293 \n",
       "  730.373,213.224 730.796,213.155 731.219,213.087 731.641,213.018 732.064,212.95 732.487,212.882 732.91,212.815 733.333,212.747 733.756,212.68 734.178,212.613 \n",
       "  734.601,212.546 735.024,212.48 735.447,212.414 735.87,212.347 736.293,212.282 736.715,212.216 737.138,212.151 737.561,212.086 737.984,212.021 738.407,211.956 \n",
       "  738.829,211.891 739.252,211.827 739.675,211.763 740.098,211.699 740.521,211.636 740.944,211.572 741.366,211.509 741.789,211.446 742.212,211.383 742.635,211.321 \n",
       "  743.058,211.259 743.481,211.196 743.903,211.135 744.326,211.073 744.749,211.011 745.172,210.95 745.595,210.889 746.018,210.828 746.44,210.768 746.863,210.707 \n",
       "  747.286,210.647 747.709,210.587 748.132,210.527 748.554,210.467 748.977,210.408 749.4,210.349 749.823,210.29 750.246,210.231 750.669,210.172 751.091,210.114 \n",
       "  751.514,210.056 751.937,209.998 752.36,209.94 752.783,209.882 753.206,209.825 753.628,209.768 754.051,209.711 754.474,209.654 754.897,209.597 755.32,209.541 \n",
       "  755.743,209.484 756.165,209.428 756.588,209.372 757.011,209.317 757.434,209.261 757.857,209.206 758.279,209.151 758.702,209.096 759.125,209.041 759.548,208.987 \n",
       "  759.971,208.932 760.394,208.878 760.816,208.824 761.239,208.77 761.662,208.717 762.085,208.663 762.508,208.61 762.931,208.557 763.353,208.504 763.776,208.451 \n",
       "  764.199,208.398 764.622,208.346 765.045,208.294 765.468,208.242 765.89,208.19 766.313,208.138 766.736,208.087 767.159,208.036 767.582,207.984 768.004,207.934 \n",
       "  768.427,207.883 768.85,207.832 769.273,207.782 769.696,207.731 770.119,207.681 770.541,207.631 770.964,207.582 771.387,207.532 771.81,207.483 772.233,207.433 \n",
       "  772.656,207.384 773.078,207.335 773.501,207.287 773.924,207.238 774.347,207.19 774.77,207.141 775.193,207.093 775.615,207.045 776.038,206.998 776.461,206.95 \n",
       "  776.884,206.902 777.307,206.855 777.729,206.808 778.152,206.761 778.575,206.714 778.998,206.668 779.421,206.621 779.844,206.575 780.266,206.529 780.689,206.483 \n",
       "  781.112,206.437 781.535,206.391 781.958,206.346 782.381,206.3 782.803,206.255 783.226,206.21 783.649,206.165 784.072,206.12 784.495,206.076 784.918,206.031 \n",
       "  785.34,205.987 785.763,205.943 786.186,205.899 786.609,205.855 787.032,205.811 787.454,205.768 787.877,205.724 788.3,205.681 788.723,205.638 789.146,205.595 \n",
       "  789.569,205.552 789.991,205.509 790.414,205.467 790.837,205.424 791.26,205.382 791.683,205.34 792.106,205.298 792.528,205.256 792.951,205.215 793.374,205.173 \n",
       "  793.797,205.132 794.22,205.09 794.643,205.049 795.065,205.008 795.488,204.967 795.911,204.927 796.334,204.886 796.757,204.846 797.179,204.806 797.602,204.765 \n",
       "  798.025,204.725 798.448,204.686 798.871,204.646 799.294,204.606 799.716,204.567 800.139,204.527 800.562,204.488 800.985,204.449 801.408,204.41 801.831,204.371 \n",
       "  802.253,204.333 802.676,204.294 803.099,204.256 803.522,204.218 803.945,204.179 804.367,204.141 804.79,204.104 805.213,204.066 805.636,204.028 806.059,203.991 \n",
       "  806.482,203.953 806.904,203.916 807.327,203.879 807.75,203.842 808.173,203.805 808.596,203.768 809.019,203.732 809.441,203.695 809.864,203.659 810.287,203.623 \n",
       "  810.71,203.587 811.133,203.551 811.556,203.515 811.978,203.479 812.401,203.443 812.824,203.408 813.247,203.373 813.67,203.337 814.092,203.302 814.515,203.267 \n",
       "  814.938,203.232 815.361,203.197 815.784,203.163 816.207,203.128 816.629,203.094 817.052,203.06 817.475,203.025 817.898,202.991 818.321,202.957 818.744,202.923 \n",
       "  819.166,202.89 819.589,202.856 820.012,202.823 820.435,202.789 820.858,202.756 821.281,202.723 821.703,202.69 822.126,202.657 822.549,202.624 822.972,202.591 \n",
       "  823.395,202.559 823.817,202.526 824.24,202.494 824.663,202.462 825.086,202.429 825.509,202.397 825.932,202.365 826.354,202.334 826.777,202.302 827.2,202.27 \n",
       "  827.623,202.239 828.046,202.207 828.469,202.176 828.891,202.145 829.314,202.114 829.737,202.083 830.16,202.052 830.583,202.021 831.006,201.99 831.428,201.96 \n",
       "  831.851,201.929 832.274,201.899 832.697,201.869 833.12,201.839 833.542,201.809 833.965,201.779 834.388,201.749 834.811,201.719 835.234,201.69 835.657,201.66 \n",
       "  836.079,201.631 836.502,201.601 836.925,201.572 837.348,201.543 837.771,201.514 838.194,201.485 838.616,201.456 839.039,201.427 839.462,201.399 839.885,201.37 \n",
       "  840.308,201.342 840.731,201.313 841.153,201.285 841.576,201.257 841.999,201.229 842.422,201.201 842.845,201.173 843.267,201.145 843.69,201.118 844.113,201.09 \n",
       "  844.536,201.063 844.959,201.035 845.382,201.008 845.804,200.981 846.227,200.954 846.65,200.927 847.073,200.9 847.496,200.873 847.919,200.846 848.341,200.819 \n",
       "  848.764,200.793 849.187,200.766 849.61,200.74 850.033,200.714 850.456,200.688 850.878,200.661 851.301,200.635 851.724,200.609 852.147,200.584 852.57,200.558 \n",
       "  852.992,200.532 853.415,200.507 853.838,200.481 854.261,200.456 854.684,200.43 855.107,200.405 855.529,200.38 855.952,200.355 856.375,200.33 856.798,200.305 \n",
       "  857.221,200.28 857.644,200.255 858.066,200.231 858.489,200.206 858.912,200.182 859.335,200.157 859.758,200.133 860.181,200.109 860.603,200.085 861.026,200.061 \n",
       "  861.449,200.037 861.872,200.013 862.295,199.989 862.717,199.965 863.14,199.942 863.563,199.918 863.986,199.894 864.409,199.871 864.832,199.848 865.254,199.824 \n",
       "  865.677,199.801 866.1,199.778 866.523,199.755 866.946,199.732 867.369,199.709 867.791,199.687 868.214,199.664 868.637,199.641 869.06,199.619 869.483,199.596 \n",
       "  869.906,199.574 870.328,199.551 870.751,199.529 871.174,199.507 871.597,199.485 872.02,199.463 872.442,199.441 872.865,199.419 873.288,199.397 873.711,199.376 \n",
       "  874.134,199.354 874.557,199.332 874.979,199.311 875.402,199.289 875.825,199.268 876.248,199.247 876.671,199.226 877.094,199.204 877.516,199.183 877.939,199.162 \n",
       "  878.362,199.141 878.785,199.121 879.208,199.1 879.631,199.079 880.053,199.058 880.476,199.038 880.899,199.017 881.322,198.997 881.745,198.977 882.167,198.956 \n",
       "  882.59,198.936 883.013,198.916 883.436,198.896 883.859,198.876 884.282,198.856 884.704,198.836 885.127,198.816 885.55,198.796 885.973,198.777 886.396,198.757 \n",
       "  886.819,198.738 887.241,198.718 887.664,198.699 888.087,198.679 888.51,198.66 888.933,198.641 889.356,198.622 889.778,198.603 890.201,198.584 890.624,198.565 \n",
       "  891.047,198.546 891.47,198.527 891.892,198.508 892.315,198.489 892.738,198.471 893.161,198.452 893.584,198.434 894.007,198.415 894.429,198.397 894.852,198.379 \n",
       "  895.275,198.36 895.698,198.342 896.121,198.324 896.544,198.306 896.966,198.288 897.389,198.27 897.812,198.252 898.235,198.234 898.658,198.217 899.08,198.199 \n",
       "  899.503,198.181 899.926,198.164 900.349,198.146 900.772,198.129 901.195,198.111 901.617,198.094 902.04,198.077 902.463,198.059 902.886,198.042 903.309,198.025 \n",
       "  903.732,198.008 904.154,197.991 904.577,197.974 905,197.957 905.423,197.94 905.846,197.924 906.269,197.907 906.691,197.89 907.114,197.874 907.537,197.857 \n",
       "  907.96,197.841 908.383,197.824 908.805,197.808 909.228,197.792 909.651,197.775 910.074,197.759 910.497,197.743 910.92,197.727 911.342,197.711 911.765,197.695 \n",
       "  912.188,197.679 912.611,197.663 913.034,197.647 913.457,197.632 913.879,197.616 914.302,197.6 914.725,197.585 915.148,197.569 915.571,197.553 915.994,197.538 \n",
       "  916.416,197.523 916.839,197.507 917.262,197.492 917.685,197.477 918.108,197.462 918.53,197.446 918.953,197.431 919.376,197.416 919.799,197.401 920.222,197.386 \n",
       "  920.645,197.372 921.067,197.357 921.49,197.342 921.913,197.327 922.336,197.313 922.759,197.298 923.182,197.283 923.604,197.269 924.027,197.254 924.45,197.24 \n",
       "  924.873,197.226 925.296,197.211 925.719,197.197 926.141,197.183 926.564,197.169 926.987,197.154 927.41,197.14 927.833,197.126 928.255,197.112 928.678,197.098 \n",
       "  929.101,197.084 929.524,197.071 929.947,197.057 930.37,197.043 930.792,197.029 931.215,197.016 931.638,197.002 932.061,196.988 932.484,196.975 932.907,196.961 \n",
       "  933.329,196.948 933.752,196.935 934.175,196.921 934.598,196.908 935.021,196.895 935.444,196.882 935.866,196.868 936.289,196.855 936.712,196.842 937.135,196.829 \n",
       "  937.558,196.816 937.98,196.803 938.403,196.79 938.826,196.778 939.249,196.765 939.672,196.752 940.095,196.739 940.517,196.727 940.94,196.714 941.363,196.701 \n",
       "  941.786,196.689 942.209,196.676 942.632,196.664 943.054,196.651 943.477,196.639 943.9,196.627 944.323,196.614 944.746,196.602 945.169,196.59 945.591,196.578 \n",
       "  946.014,196.566 946.437,196.554 946.86,196.542 947.283,196.53 947.705,196.518 948.128,196.506 948.551,196.494 948.974,196.482 949.397,196.47 949.82,196.458 \n",
       "  950.242,196.447 950.665,196.435 951.088,196.423 951.511,196.412 951.934,196.4 952.357,196.389 952.779,196.377 953.202,196.366 953.625,196.354 954.048,196.343 \n",
       "  954.471,196.332 954.894,196.32 955.316,196.309 955.739,196.298 956.162,196.287 956.585,196.276 957.008,196.265 957.43,196.254 957.853,196.243 958.276,196.232 \n",
       "  958.699,196.221 959.122,196.21 959.545,196.199 959.967,196.188 960.39,196.177 960.813,196.166 961.236,196.156 961.659,196.145 962.082,196.134 962.504,196.124 \n",
       "  962.927,196.113 963.35,196.103 963.773,196.092 964.196,196.082 964.619,196.071 965.041,196.061 965.464,196.05 965.887,196.04 966.31,196.03 966.733,196.02 \n",
       "  967.155,196.009 967.578,195.999 968.001,195.989 968.424,195.979 968.847,195.969 969.27,195.959 969.692,195.949 970.115,195.939 970.538,195.929 970.961,195.919 \n",
       "  971.384,195.909 971.807,195.899 972.229,195.889 972.652,195.88 973.075,195.87 973.498,195.86 973.921,195.85 974.344,195.841 974.766,195.831 975.189,195.822 \n",
       "  975.612,195.812 976.035,195.803 976.458,195.793 976.88,195.784 977.303,195.774 977.726,195.765 978.149,195.755 978.572,195.746 978.995,195.737 979.417,195.728 \n",
       "  979.84,195.718 980.263,195.709 980.686,195.7 981.109,195.691 981.532,195.682 981.954,195.673 982.377,195.664 982.8,195.655 983.223,195.646 983.646,195.637 \n",
       "  984.069,195.628 984.491,195.619 984.914,195.61 985.337,195.601 985.76,195.592 986.183,195.584 986.605,195.575 987.028,195.566 987.451,195.558 987.874,195.549 \n",
       "  988.297,195.54 988.72,195.532 989.142,195.523 989.565,195.515 989.988,195.506 990.411,195.498 990.834,195.489 991.257,195.481 991.679,195.472 992.102,195.464 \n",
       "  992.525,195.456 992.948,195.447 993.371,195.439 993.793,195.431 994.216,195.423 994.639,195.414 995.062,195.406 995.485,195.398 995.908,195.39 996.33,195.382 \n",
       "  996.753,195.374 997.176,195.366 997.599,195.358 998.022,195.35 998.445,195.342 998.867,195.334 999.29,195.326 999.713,195.318 1000.14,195.31 1000.56,195.303 \n",
       "  1000.98,195.295 1001.4,195.287 1001.83,195.279 1002.25,195.272 1002.67,195.264 1003.1,195.256 1003.52,195.249 1003.94,195.241 1004.36,195.234 1004.79,195.226 \n",
       "  1005.21,195.219 1005.63,195.211 1006.06,195.204 1006.48,195.196 1006.9,195.189 1007.32,195.181 1007.75,195.174 1008.17,195.167 1008.59,195.159 1009.02,195.152 \n",
       "  1009.44,195.145 1009.86,195.137 1010.28,195.13 1010.71,195.123 1011.13,195.116 1011.55,195.109 1011.98,195.102 1012.4,195.095 1012.82,195.087 1013.24,195.08 \n",
       "  1013.67,195.073 1014.09,195.066 1014.51,195.059 1014.93,195.052 1015.36,195.045 1015.78,195.039 1016.2,195.032 1016.63,195.025 1017.05,195.018 1017.47,195.011 \n",
       "  1017.89,195.004 1018.32,194.998 1018.74,194.991 1019.16,194.984 1019.59,194.977 1020.01,194.971 1020.43,194.964 1020.85,194.958 1021.28,194.951 1021.7,194.944 \n",
       "  1022.12,194.938 1022.55,194.931 1022.97,194.925 1023.39,194.918 1023.81,194.912 1024.24,194.905 1024.66,194.899 1025.08,194.892 1025.51,194.886 1025.93,194.88 \n",
       "  1026.35,194.873 1026.77,194.867 1027.2,194.861 1027.62,194.854 1028.04,194.848 1028.47,194.842 1028.89,194.836 1029.31,194.83 1029.73,194.823 1030.16,194.817 \n",
       "  1030.58,194.811 1031,194.805 1031.43,194.799 1031.85,194.793 1032.27,194.787 1032.69,194.781 1033.12,194.775 1033.54,194.769 1033.96,194.763 1034.38,194.757 \n",
       "  1034.81,194.751 1035.23,194.745 1035.65,194.739 1036.08,194.733 1036.5,194.727 1036.92,194.722 1037.34,194.716 1037.77,194.71 1038.19,194.704 1038.61,194.699 \n",
       "  1039.04,194.693 1039.46,194.687 1039.88,194.681 1040.3,194.676 1040.73,194.67 1041.15,194.665 1041.57,194.659 1042,194.653 1042.42,194.648 1042.84,194.642 \n",
       "  1043.26,194.637 1043.69,194.631 1044.11,194.626 1044.53,194.62 1044.96,194.615 1045.38,194.609 1045.8,194.604 1046.22,194.598 1046.65,194.593 1047.07,194.588 \n",
       "  1047.49,194.582 1047.92,194.577 1048.34,194.572 1048.76,194.566 1049.18,194.561 1049.61,194.556 1050.03,194.551 1050.45,194.545 1050.87,194.54 1051.3,194.535 \n",
       "  1051.72,194.53 1052.14,194.525 1052.57,194.52 1052.99,194.514 1053.41,194.509 1053.83,194.504 1054.26,194.499 1054.68,194.494 1055.1,194.489 1055.53,194.484 \n",
       "  1055.95,194.479 1056.37,194.474 1056.79,194.469 1057.22,194.464 1057.64,194.459 1058.06,194.454 1058.49,194.45 1058.91,194.445 1059.33,194.44 1059.75,194.435 \n",
       "  1060.18,194.43 1060.6,194.425 1061.02,194.421 1061.45,194.416 1061.87,194.411 1062.29,194.406 1062.71,194.402 1063.14,194.397 1063.56,194.392 1063.98,194.387 \n",
       "  1064.41,194.383 1064.83,194.378 1065.25,194.373 1065.67,194.369 1066.1,194.364 1066.52,194.36 1066.94,194.355 1067.37,194.351 1067.79,194.346 1068.21,194.341 \n",
       "  1068.63,194.337 1069.06,194.332 1069.48,194.328 1069.9,194.324 1070.32,194.319 1070.75,194.315 1071.17,194.31 1071.59,194.306 1072.02,194.301 1072.44,194.297 \n",
       "  1072.86,194.293 1073.28,194.288 1073.71,194.284 1074.13,194.28 1074.55,194.275 1074.98,194.271 1075.4,194.267 1075.82,194.263 1076.24,194.258 1076.67,194.254 \n",
       "  1077.09,194.25 1077.51,194.246 1077.94,194.242 1078.36,194.237 1078.78,194.233 1079.2,194.229 1079.63,194.225 1080.05,194.221 1080.47,194.217 1080.9,194.213 \n",
       "  1081.32,194.209 1081.74,194.205 1082.16,194.201 1082.59,194.196 1083.01,194.192 1083.43,194.188 1083.86,194.184 1084.28,194.181 1084.7,194.177 1085.12,194.173 \n",
       "  1085.55,194.169 1085.97,194.165 1086.39,194.161 1086.82,194.157 1087.24,194.153 1087.66,194.149 1088.08,194.145 1088.51,194.142 1088.93,194.138 1089.35,194.134 \n",
       "  1089.77,194.13 1090.2,194.126 1090.62,194.123 1091.04,194.119 1091.47,194.115 1091.89,194.111 1092.31,194.108 1092.73,194.104 1093.16,194.1 1093.58,194.096 \n",
       "  1094,194.093 1094.43,194.089 1094.85,194.085 1095.27,194.082 1095.69,194.078 1096.12,194.075 1096.54,194.071 1096.96,194.067 1097.39,194.064 1097.81,194.06 \n",
       "  1098.23,194.057 1098.65,194.053 1099.08,194.05 1099.5,194.046 1099.92,194.043 1100.35,194.039 1100.77,194.036 1101.19,194.032 1101.61,194.029 1102.04,194.025 \n",
       "  1102.46,194.022 1102.88,194.018 1103.31,194.015 1103.73,194.012 1104.15,194.008 1104.57,194.005 1105,194.001 1105.42,193.998 1105.84,193.995 1106.27,193.991 \n",
       "  1106.69,193.988 1107.11,193.985 1107.53,193.982 1107.96,193.978 1108.38,193.975 1108.8,193.972 1109.22,193.968 1109.65,193.965 1110.07,193.962 1110.49,193.959 \n",
       "  1110.92,193.956 1111.34,193.952 1111.76,193.949 1112.18,193.946 1112.61,193.943 1113.03,193.94 1113.45,193.937 1113.88,193.933 1114.3,193.93 1114.72,193.927 \n",
       "  1115.14,193.924 1115.57,193.921 1115.99,193.918 1116.41,193.915 1116.84,193.912 1117.26,193.909 1117.68,193.906 1118.1,193.903 1118.53,193.9 1118.95,193.897 \n",
       "  1119.37,193.894 1119.8,193.891 1120.22,193.888 1120.64,193.885 1121.06,193.882 1121.49,193.879 1121.91,193.876 1122.33,193.873 1122.76,193.87 1123.18,193.867 \n",
       "  1123.6,193.864 1124.02,193.861 1124.45,193.859 1124.87,193.856 1125.29,193.853 1125.72,193.85 1126.14,193.847 1126.56,193.844 1126.98,193.842 1127.41,193.839 \n",
       "  1127.83,193.836 1128.25,193.833 1128.67,193.83 1129.1,193.828 1129.52,193.825 1129.94,193.822 1130.37,193.819 1130.79,193.817 1131.21,193.814 1131.63,193.811 \n",
       "  1132.06,193.808 1132.48,193.806 1132.9,193.803 1133.33,193.8 1133.75,193.798 1134.17,193.795 1134.59,193.792 1135.02,193.79 1135.44,193.787 1135.86,193.785 \n",
       "  1136.29,193.782 1136.71,193.779 1137.13,193.777 1137.55,193.774 1137.98,193.772 1138.4,193.769 1138.82,193.766 1139.25,193.764 1139.67,193.761 1140.09,193.759 \n",
       "  1140.51,193.756 1140.94,193.754 1141.36,193.751 1141.78,193.749 1142.21,193.746 1142.63,193.744 1143.05,193.741 1143.47,193.739 1143.9,193.736 1144.32,193.734 \n",
       "  1144.74,193.732 1145.17,193.729 1145.59,193.727 1146.01,193.724 1146.43,193.722 1146.86,193.719 1147.28,193.717 1147.7,193.715 1148.12,193.712 1148.55,193.71 \n",
       "  1148.97,193.708 1149.39,193.705 1149.82,193.703 1150.24,193.701 1150.66,193.698 1151.08,193.696 1151.51,193.694 1151.93,193.691 1152.35,193.689 1152.78,193.687 \n",
       "  1153.2,193.684 1153.62,193.682 1154.04,193.68 1154.47,193.678 1154.89,193.675 1155.31,193.673 1155.74,193.671 1156.16,193.669 1156.58,193.666 1157,193.664 \n",
       "  1157.43,193.662 1157.85,193.66 1158.27,193.658 1158.7,193.656 1159.12,193.653 1159.54,193.651 1159.96,193.649 1160.39,193.647 1160.81,193.645 1161.23,193.643 \n",
       "  1161.66,193.64 1162.08,193.638 1162.5,193.636 1162.92,193.634 1163.35,193.632 1163.77,193.63 1164.19,193.628 1164.62,193.626 1165.04,193.624 1165.46,193.622 \n",
       "  1165.88,193.62 1166.31,193.618 1166.73,193.615 1167.15,193.613 1167.57,193.611 1168,193.609 1168.42,193.607 1168.84,193.605 1169.27,193.603 1169.69,193.601 \n",
       "  1170.11,193.599 1170.53,193.597 1170.96,193.595 1171.38,193.593 1171.8,193.591 1172.23,193.59 1172.65,193.588 1173.07,193.586 1173.49,193.584 1173.92,193.582 \n",
       "  1174.34,193.58 1174.76,193.578 1175.19,193.576 1175.61,193.574 1176.03,193.572 1176.45,193.57 1176.88,193.568 1177.3,193.567 1177.72,193.565 1178.15,193.563 \n",
       "  1178.57,193.561 1178.99,193.559 1179.41,193.557 1179.84,193.555 1180.26,193.554 1180.68,193.552 1181.11,193.55 1181.53,193.548 1181.95,193.546 1182.37,193.545 \n",
       "  1182.8,193.543 1183.22,193.541 1183.64,193.539 1184.07,193.537 1184.49,193.536 1184.91,193.534 1185.33,193.532 1185.76,193.53 1186.18,193.529 1186.6,193.527 \n",
       "  1187.02,193.525 1187.45,193.523 1187.87,193.522 1188.29,193.52 1188.72,193.518 1189.14,193.517 1189.56,193.515 1189.98,193.513 1190.41,193.511 1190.83,193.51 \n",
       "  1191.25,193.508 1191.68,193.506 1192.1,193.505 1192.52,193.503 1192.94,193.501 1193.37,193.5 1193.79,193.498 1194.21,193.497 1194.64,193.495 1195.06,193.493 \n",
       "  1195.48,193.492 1195.9,193.49 1196.33,193.488 1196.75,193.487 1197.17,193.485 1197.6,193.484 1198.02,193.482 1198.44,193.48 1198.86,193.479 1199.29,193.477 \n",
       "  1199.71,193.476 1200.13,193.474 1200.56,193.473 1200.98,193.471 1201.4,193.47 1201.82,193.468 1202.25,193.466 1202.67,193.465 1203.09,193.463 1203.52,193.462 \n",
       "  1203.94,193.46 1204.36,193.459 1204.78,193.457 1205.21,193.456 1205.63,193.454 1206.05,193.453 1206.47,193.451 1206.9,193.45 1207.32,193.448 1207.74,193.447 \n",
       "  1208.17,193.446 1208.59,193.444 1209.01,193.443 1209.43,193.441 1209.86,193.44 1210.28,193.438 1210.7,193.437 1211.13,193.435 1211.55,193.434 1211.97,193.433 \n",
       "  1212.39,193.431 1212.82,193.43 1213.24,193.428 1213.66,193.427 1214.09,193.426 1214.51,193.424 1214.93,193.423 1215.35,193.421 1215.78,193.42 1216.2,193.419 \n",
       "  1216.62,193.417 1217.05,193.416 1217.47,193.415 1217.89,193.413 1218.31,193.412 1218.74,193.411 1219.16,193.409 1219.58,193.408 1220.01,193.407 1220.43,193.405 \n",
       "  1220.85,193.404 1221.27,193.403 1221.7,193.401 1222.12,193.4 1222.54,193.399 1222.97,193.397 1223.39,193.396 1223.81,193.395 1224.23,193.393 1224.66,193.392 \n",
       "  1225.08,193.391 1225.5,193.39 1225.92,193.388 1226.35,193.387 1226.77,193.386 1227.19,193.385 1227.62,193.383 1228.04,193.382 1228.46,193.381 1228.88,193.38 \n",
       "  1229.31,193.378 1229.73,193.377 1230.15,193.376 1230.58,193.375 1231,193.373 1231.42,193.372 1231.84,193.371 1232.27,193.37 1232.69,193.369 1233.11,193.367 \n",
       "  1233.54,193.366 1233.96,193.365 1234.38,193.364 1234.8,193.363 1235.23,193.362 1235.65,193.36 1236.07,193.359 1236.5,193.358 1236.92,193.357 1237.34,193.356 \n",
       "  1237.76,193.355 1238.19,193.353 1238.61,193.352 1239.03,193.351 1239.46,193.35 1239.88,193.349 1240.3,193.348 1240.72,193.347 1241.15,193.345 1241.57,193.344 \n",
       "  1241.99,193.343 1242.42,193.342 1242.84,193.341 1243.26,193.34 1243.68,193.339 1244.11,193.338 1244.53,193.337 1244.95,193.336 1245.37,193.334 1245.8,193.333 \n",
       "  1246.22,193.332 1246.64,193.331 1247.07,193.33 1247.49,193.329 1247.91,193.328 1248.33,193.327 1248.76,193.326 1249.18,193.325 1249.6,193.324 1250.03,193.323 \n",
       "  1250.45,193.322 1250.87,193.321 1251.29,193.32 1251.72,193.319 1252.14,193.318 1252.56,193.317 1252.99,193.316 1253.41,193.315 1253.83,193.314 1254.25,193.313 \n",
       "  1254.68,193.312 1255.1,193.311 1255.52,193.31 1255.95,193.309 1256.37,193.308 1256.79,193.307 1257.21,193.306 1257.64,193.305 1258.06,193.304 1258.48,193.303 \n",
       "  1258.91,193.302 1259.33,193.301 1259.75,193.3 1260.17,193.299 1260.6,193.298 1261.02,193.297 1261.44,193.296 1261.87,193.295 1262.29,193.294 1262.71,193.293 \n",
       "  1263.13,193.292 1263.56,193.291 1263.98,193.29 1264.4,193.289 1264.82,193.288 1265.25,193.288 1265.67,193.287 1266.09,193.286 1266.52,193.285 1266.94,193.284 \n",
       "  1267.36,193.283 1267.78,193.282 1268.21,193.281 1268.63,193.28 1269.05,193.279 1269.48,193.278 1269.9,193.278 1270.32,193.277 1270.74,193.276 1271.17,193.275 \n",
       "  1271.59,193.274 1272.01,193.273 1272.44,193.272 1272.86,193.271 1273.28,193.271 1273.7,193.27 1274.13,193.269 1274.55,193.268 1274.97,193.267 1275.4,193.266 \n",
       "  1275.82,193.265 1276.24,193.265 1276.66,193.264 1277.09,193.263 1277.51,193.262 1277.93,193.261 1278.36,193.26 1278.78,193.26 1279.2,193.259 1279.62,193.258 \n",
       "  1280.05,193.257 1280.47,193.256 1280.89,193.255 1281.32,193.255 1281.74,193.254 1282.16,193.253 1282.58,193.252 1283.01,193.251 1283.43,193.251 1283.85,193.25 \n",
       "  1284.27,193.249 1284.7,193.248 1285.12,193.247 1285.54,193.247 1285.97,193.246 1286.39,193.245 1286.81,193.244 1287.23,193.244 1287.66,193.243 1288.08,193.242 \n",
       "  1288.5,193.241 1288.93,193.241 1289.35,193.24 1289.77,193.239 1290.19,193.238 1290.62,193.237 1291.04,193.237 1291.46,193.236 1291.89,193.235 1292.31,193.235 \n",
       "  1292.73,193.234 1293.15,193.233 1293.58,193.232 1294,193.232 1294.42,193.231 1294.85,193.23 1295.27,193.229 1295.69,193.229 1296.11,193.228 1296.54,193.227 \n",
       "  1296.96,193.227 1297.38,193.226 1297.81,193.225 1298.23,193.224 1298.65,193.224 1299.07,193.223 1299.5,193.222 1299.92,193.222 1300.34,193.221 1300.77,193.22 \n",
       "  1301.19,193.22 1301.61,193.219 1302.03,193.218 1302.46,193.217 1302.88,193.217 1303.3,193.216 1303.72,193.215 1304.15,193.215 1304.57,193.214 1304.99,193.213 \n",
       "  1305.42,193.213 1305.84,193.212 1306.26,193.211 1306.68,193.211 1307.11,193.21 1307.53,193.209 1307.95,193.209 1308.38,193.208 1308.8,193.207 1309.22,193.207 \n",
       "  1309.64,193.206 1310.07,193.206 1310.49,193.205 1310.91,193.204 1311.34,193.204 1311.76,193.203 1312.18,193.202 1312.6,193.202 1313.03,193.201 1313.45,193.2 \n",
       "  1313.87,193.2 1314.3,193.199 1314.72,193.199 1315.14,193.198 1315.56,193.197 1315.99,193.197 1316.41,193.196 1316.83,193.196 1317.26,193.195 1317.68,193.194 \n",
       "  1318.1,193.194 1318.52,193.193 1318.95,193.193 1319.37,193.192 1319.79,193.191 1320.22,193.191 1320.64,193.19 1321.06,193.19 1321.48,193.189 1321.91,193.188 \n",
       "  1322.33,193.188 1322.75,193.187 1323.17,193.187 1323.6,193.186 1324.02,193.185 1324.44,193.185 1324.87,193.184 1325.29,193.184 1325.71,193.183 1326.13,193.183 \n",
       "  1326.56,193.182 1326.98,193.182 1327.4,193.181 1327.83,193.18 1328.25,193.18 1328.67,193.179 1329.09,193.179 1329.52,193.178 1329.94,193.178 1330.36,193.177 \n",
       "  1330.79,193.177 1331.21,193.176 1331.63,193.175 1332.05,193.175 1332.48,193.174 1332.9,193.174 1333.32,193.173 1333.75,193.173 1334.17,193.172 1334.59,193.172 \n",
       "  1335.01,193.171 1335.44,193.171 1335.86,193.17 1336.28,193.17 1336.71,193.169 1337.13,193.169 1337.55,193.168 1337.97,193.168 1338.4,193.167 1338.82,193.167 \n",
       "  1339.24,193.166 1339.67,193.166 1340.09,193.165 1340.51,193.165 1340.93,193.164 1341.36,193.164 1341.78,193.163 1342.2,193.163 1342.62,193.162 1343.05,193.162 \n",
       "  1343.47,193.161 1343.89,193.161 1344.32,193.16 1344.74,193.16 1345.16,193.159 1345.58,193.159 1346.01,193.158 1346.43,193.158 1346.85,193.157 1347.28,193.157 \n",
       "  1347.7,193.156 1348.12,193.156 1348.54,193.155 1348.97,193.155 1349.39,193.154 1349.81,193.154 1350.24,193.153 1350.66,193.153 1351.08,193.153 1351.5,193.152 \n",
       "  1351.93,193.152 1352.35,193.151 1352.77,193.151 1353.2,193.15 1353.62,193.15 1354.04,193.149 1354.46,193.149 1354.89,193.148 1355.31,193.148 1355.73,193.148 \n",
       "  1356.16,193.147 1356.58,193.147 1357,193.146 1357.42,193.146 1357.85,193.145 1358.27,193.145 1358.69,193.144 1359.12,193.144 1359.54,193.144 1359.96,193.143 \n",
       "  1360.38,193.143 1360.81,193.142 1361.23,193.142 1361.65,193.141 1362.07,193.141 1362.5,193.141 1362.92,193.14 1363.34,193.14 1363.77,193.139 1364.19,193.139 \n",
       "  1364.61,193.139 1365.03,193.138 1365.46,193.138 1365.88,193.137 1366.3,193.137 1366.73,193.136 1367.15,193.136 1367.57,193.136 1367.99,193.135 1368.42,193.135 \n",
       "  1368.84,193.134 1369.26,193.134 1369.69,193.134 1370.11,193.133 1370.53,193.133 1370.95,193.132 1371.38,193.132 1371.8,193.132 1372.22,193.131 1372.65,193.131 \n",
       "  1373.07,193.131 1373.49,193.13 1373.91,193.13 1374.34,193.129 1374.76,193.129 1375.18,193.129 1375.61,193.128 1376.03,193.128 1376.45,193.127 1376.87,193.127 \n",
       "  1377.3,193.127 1377.72,193.126 1378.14,193.126 1378.57,193.126 1378.99,193.125 1379.41,193.125 1379.83,193.125 1380.26,193.124 1380.68,193.124 1381.1,193.123 \n",
       "  1381.52,193.123 1381.95,193.123 1382.37,193.122 1382.79,193.122 1383.22,193.122 1383.64,193.121 1384.06,193.121 1384.48,193.121 1384.91,193.12 1385.33,193.12 \n",
       "  1385.75,193.12 1386.18,193.119 1386.6,193.119 1387.02,193.118 1387.44,193.118 1387.87,193.118 1388.29,193.117 1388.71,193.117 1389.14,193.117 1389.56,193.116 \n",
       "  1389.98,193.116 1390.4,193.116 1390.83,193.115 1391.25,193.115 1391.67,193.115 1392.1,193.114 1392.52,193.114 1392.94,193.114 1393.36,193.113 1393.79,193.113 \n",
       "  1394.21,193.113 1394.63,193.112 1395.06,193.112 1395.48,193.112 1395.9,193.111 1396.32,193.111 1396.75,193.111 1397.17,193.111 1397.59,193.11 1398.02,193.11 \n",
       "  1398.44,193.11 1398.86,193.109 1399.28,193.109 1399.71,193.109 1400.13,193.108 1400.55,193.108 1400.97,193.108 1401.4,193.107 1401.82,193.107 1402.24,193.107 \n",
       "  1402.67,193.106 1403.09,193.106 1403.51,193.106 1403.93,193.106 1404.36,193.105 1404.78,193.105 1405.2,193.105 1405.63,193.104 1406.05,193.104 1406.47,193.104 \n",
       "  1406.89,193.103 1407.32,193.103 1407.74,193.103 1408.16,193.103 1408.59,193.102 1409.01,193.102 1409.43,193.102 1409.85,193.101 1410.28,193.101 1410.7,193.101 \n",
       "  1411.12,193.101 1411.55,193.1 1411.97,193.1 1412.39,193.1 1412.81,193.099 1413.24,193.099 1413.66,193.099 1414.08,193.099 1414.51,193.098 1414.93,193.098 \n",
       "  1415.35,193.098 1415.77,193.098 1416.2,193.097 1416.62,193.097 1417.04,193.097 1417.47,193.096 1417.89,193.096 1418.31,193.096 1418.73,193.096 1419.16,193.095 \n",
       "  1419.58,193.095 1420,193.095 1420.42,193.095 1420.85,193.094 1421.27,193.094 1421.69,193.094 1422.12,193.094 1422.54,193.093 1422.96,193.093 1423.38,193.093 \n",
       "  1423.81,193.093 1424.23,193.092 1424.65,193.092 1425.08,193.092 1425.5,193.091 1425.92,193.091 1426.34,193.091 1426.77,193.091 1427.19,193.09 1427.61,193.09 \n",
       "  1428.04,193.09 1428.46,193.09 1428.88,193.089 1429.3,193.089 1429.73,193.089 1430.15,193.089 1430.57,193.089 1431,193.088 1431.42,193.088 1431.84,193.088 \n",
       "  1432.26,193.088 1432.69,193.087 1433.11,193.087 1433.53,193.087 1433.96,193.087 1434.38,193.086 1434.8,193.086 1435.22,193.086 1435.65,193.086 1436.07,193.085 \n",
       "  1436.49,193.085 1436.92,193.085 1437.34,193.085 1437.76,193.085 1438.18,193.084 1438.61,193.084 1439.03,193.084 1439.45,193.084 1439.87,193.083 1440.3,193.083 \n",
       "  1440.72,193.083 1441.14,193.083 1441.57,193.082 1441.99,193.082 1442.41,193.082 1442.83,193.082 1443.26,193.082 1443.68,193.081 1444.1,193.081 1444.53,193.081 \n",
       "  1444.95,193.081 1445.37,193.081 1445.79,193.08 1446.22,193.08 1446.64,193.08 1447.06,193.08 1447.49,193.079 1447.91,193.079 1448.33,193.079 1448.75,193.079 \n",
       "  1449.18,193.079 1449.6,193.078 1450.02,193.078 1450.45,193.078 1450.87,193.078 1451.29,193.078 1451.71,193.077 1452.14,193.077 1452.56,193.077 1452.98,193.077 \n",
       "  1453.41,193.077 1453.83,193.076 1454.25,193.076 1454.67,193.076 1455.1,193.076 1455.52,193.076 1455.94,193.075 1456.37,193.075 1456.79,193.075 1457.21,193.075 \n",
       "  1457.63,193.075 1458.06,193.074 1458.48,193.074 1458.9,193.074 1459.32,193.074 1459.75,193.074 1460.17,193.073 1460.59,193.073 1461.02,193.073 1461.44,193.073 \n",
       "  1461.86,193.073 1462.28,193.072 1462.71,193.072 1463.13,193.072 1463.55,193.072 1463.98,193.072 1464.4,193.072 1464.82,193.071 1465.24,193.071 1465.67,193.071 \n",
       "  1466.09,193.071 1466.51,193.071 1466.94,193.07 1467.36,193.07 1467.78,193.07 1468.2,193.07 1468.63,193.07 1469.05,193.07 1469.47,193.069 1469.9,193.069 \n",
       "  1470.32,193.069 1470.74,193.069 1471.16,193.069 1471.59,193.068 1472.01,193.068 1472.43,193.068 1472.86,193.068 1473.28,193.068 1473.7,193.068 1474.12,193.067 \n",
       "  1474.55,193.067 1474.97,193.067 1475.39,193.067 1475.82,193.067 1476.24,193.067 1476.66,193.066 1477.08,193.066 1477.51,193.066 1477.93,193.066 1478.35,193.066 \n",
       "  1478.77,193.066 1479.2,193.065 1479.62,193.065 1480.04,193.065 1480.47,193.065 1480.89,193.065 1481.31,193.065 1481.73,193.064 1482.16,193.064 1482.58,193.064 \n",
       "  1483,193.064 1483.43,193.064 1483.85,193.064 1484.27,193.063 1484.69,193.063 1485.12,193.063 1485.54,193.063 1485.96,193.063 1486.39,193.063 1486.81,193.063 \n",
       "  1487.23,193.062 1487.65,193.062 1488.08,193.062 1488.5,193.062 1488.92,193.062 1489.35,193.062 1489.77,193.061 1490.19,193.061 1490.61,193.061 1491.04,193.061 \n",
       "  1491.46,193.061 1491.88,193.061 1492.31,193.061 1492.73,193.06 1493.15,193.06 1493.57,193.06 1494,193.06 1494.42,193.06 1494.84,193.06 1495.27,193.06 \n",
       "  1495.69,193.059 1496.11,193.059 1496.53,193.059 1496.96,193.059 1497.38,193.059 1497.8,193.059 1498.22,193.059 1498.65,193.058 1499.07,193.058 1499.49,193.058 \n",
       "  1499.92,193.058 1500.34,193.058 1500.76,193.058 1501.18,193.058 1501.61,193.057 1502.03,193.057 1502.45,193.057 1502.88,193.057 1503.3,193.057 1503.72,193.057 \n",
       "  1504.14,193.057 1504.57,193.057 1504.99,193.056 1505.41,193.056 1505.84,193.056 1506.26,193.056 1506.68,193.056 1507.1,193.056 1507.53,193.056 1507.95,193.055 \n",
       "  1508.37,193.055 1508.8,193.055 1509.22,193.055 1509.64,193.055 1510.06,193.055 1510.49,193.055 1510.91,193.055 1511.33,193.054 1511.76,193.054 1512.18,193.054 \n",
       "  1512.6,193.054 1513.02,193.054 1513.45,193.054 1513.87,193.054 1514.29,193.054 1514.71,193.053 1515.14,193.053 1515.56,193.053 1515.98,193.053 1516.41,193.053 \n",
       "  1516.83,193.053 1517.25,193.053 1517.67,193.053 1518.1,193.052 1518.52,193.052 1518.94,193.052 1519.37,193.052 1519.79,193.052 1520.21,193.052 1520.63,193.052 \n",
       "  1521.06,193.052 1521.48,193.052 1521.9,193.051 1522.33,193.051 1522.75,193.051 1523.17,193.051 1523.59,193.051 1524.02,193.051 1524.44,193.051 1524.86,193.051 \n",
       "  1525.29,193.05 1525.71,193.05 1526.13,193.05 1526.55,193.05 1526.98,193.05 1527.4,193.05 1527.82,193.05 1528.25,193.05 1528.67,193.05 1529.09,193.049 \n",
       "  1529.51,193.049 1529.94,193.049 1530.36,193.049 1530.78,193.049 1531.21,193.049 1531.63,193.049 1532.05,193.049 1532.47,193.049 1532.9,193.049 1533.32,193.048 \n",
       "  1533.74,193.048 1534.16,193.048 1534.59,193.048 1535.01,193.048 1535.43,193.048 1535.86,193.048 1536.28,193.048 1536.7,193.048 1537.12,193.047 1537.55,193.047 \n",
       "  1537.97,193.047 1538.39,193.047 1538.82,193.047 1539.24,193.047 1539.66,193.047 1540.08,193.047 1540.51,193.047 1540.93,193.047 1541.35,193.046 1541.78,193.046 \n",
       "  1542.2,193.046 1542.62,193.046 1543.04,193.046 1543.47,193.046 1543.89,193.046 1544.31,193.046 1544.74,193.046 1545.16,193.046 1545.58,193.045 1546,193.045 \n",
       "  1546.43,193.045 1546.85,193.045 1547.27,193.045 1547.7,193.045 1548.12,193.045 1548.54,193.045 1548.96,193.045 1549.39,193.045 1549.81,193.045 1550.23,193.044 \n",
       "  1550.66,193.044 1551.08,193.044 1551.5,193.044 1551.92,193.044 1552.35,193.044 1552.77,193.044 1553.19,193.044 1553.61,193.044 1554.04,193.044 1554.46,193.044 \n",
       "  1554.88,193.043 1555.31,193.043 1555.73,193.043 1556.15,193.043 1556.57,193.043 1557,193.043 1557.42,193.043 1557.84,193.043 1558.27,193.043 1558.69,193.043 \n",
       "  1559.11,193.043 1559.53,193.042 1559.96,193.042 1560.38,193.042 1560.8,193.042 1561.23,193.042 1561.65,193.042 1562.07,193.042 1562.49,193.042 1562.92,193.042 \n",
       "  1563.34,193.042 1563.76,193.042 1564.19,193.042 1564.61,193.041 1565.03,193.041 1565.45,193.041 1565.88,193.041 1566.3,193.041 1566.72,193.041 1567.15,193.041 \n",
       "  1567.57,193.041 1567.99,193.041 1568.41,193.041 1568.84,193.041 1569.26,193.041 1569.68,193.04 1570.11,193.04 1570.53,193.04 1570.95,193.04 1571.37,193.04 \n",
       "  1571.8,193.04 1572.22,193.04 1572.64,193.04 1573.06,193.04 1573.49,193.04 1573.91,193.04 1574.33,193.04 1574.76,193.04 1575.18,193.039 1575.6,193.039 \n",
       "  1576.02,193.039 1576.45,193.039 1576.87,193.039 1577.29,193.039 1577.72,193.039 1578.14,193.039 1578.56,193.039 1578.98,193.039 1579.41,193.039 1579.83,193.039 \n",
       "  1580.25,193.039 1580.68,193.039 1581.1,193.038 1581.52,193.038 1581.94,193.038 1582.37,193.038 1582.79,193.038 1583.21,193.038 1583.64,193.038 1584.06,193.038 \n",
       "  1584.48,193.038 1584.9,193.038 1585.33,193.038 1585.75,193.038 1586.17,193.038 1586.6,193.038 1587.02,193.037 1587.44,193.037 1587.86,193.037 1588.29,193.037 \n",
       "  1588.71,193.037 1589.13,193.037 1589.56,193.037 1589.98,193.037 1590.4,193.037 1590.82,193.037 1591.25,193.037 1591.67,193.037 1592.09,193.037 1592.51,193.037 \n",
       "  1592.94,193.037 1593.36,193.036 1593.78,193.036 1594.21,193.036 1594.63,193.036 1595.05,193.036 1595.47,193.036 1595.9,193.036 1596.32,193.036 1596.74,193.036 \n",
       "  1597.17,193.036 1597.59,193.036 1598.01,193.036 1598.43,193.036 1598.86,193.036 1599.28,193.036 1599.7,193.036 1600.13,193.035 1600.55,193.035 1600.97,193.035 \n",
       "  1601.39,193.035 1601.82,193.035 1602.24,193.035 1602.66,193.035 1603.09,193.035 1603.51,193.035 1603.93,193.035 1604.35,193.035 1604.78,193.035 1605.2,193.035 \n",
       "  1605.62,193.035 1606.05,193.035 1606.47,193.035 1606.89,193.034 1607.31,193.034 1607.74,193.034 1608.16,193.034 1608.58,193.034 1609.01,193.034 1609.43,193.034 \n",
       "  1609.85,193.034 1610.27,193.034 1610.7,193.034 1611.12,193.034 1611.54,193.034 1611.96,193.034 1612.39,193.034 1612.81,193.034 1613.23,193.034 1613.66,193.034 \n",
       "  1614.08,193.034 1614.5,193.033 1614.92,193.033 1615.35,193.033 1615.77,193.033 1616.19,193.033 1616.62,193.033 1617.04,193.033 1617.46,193.033 1617.88,193.033 \n",
       "  1618.31,193.033 1618.73,193.033 1619.15,193.033 1619.58,193.033 1620,193.033 1620.42,193.033 1620.84,193.033 1621.27,193.033 1621.69,193.033 1622.11,193.032 \n",
       "  1622.54,193.032 1622.96,193.032 1623.38,193.032 1623.8,193.032 1624.23,193.032 1624.65,193.032 1625.07,193.032 1625.5,193.032 1625.92,193.032 1626.34,193.032 \n",
       "  1626.76,193.032 1627.19,193.032 1627.61,193.032 1628.03,193.032 1628.46,193.032 1628.88,193.032 1629.3,193.032 1629.72,193.032 1630.15,193.032 1630.57,193.031 \n",
       "  1630.99,193.031 1631.41,193.031 1631.84,193.031 1632.26,193.031 1632.68,193.031 1633.11,193.031 1633.53,193.031 1633.95,193.031 1634.37,193.031 1634.8,193.031 \n",
       "  1635.22,193.031 1635.64,193.031 1636.07,193.031 1636.49,193.031 1636.91,193.031 1637.33,193.031 1637.76,193.031 1638.18,193.031 1638.6,193.031 1639.03,193.031 \n",
       "  1639.45,193.031 1639.87,193.03 1640.29,193.03 1640.72,193.03 1641.14,193.03 1641.56,193.03 1641.99,193.03 1642.41,193.03 1642.83,193.03 1643.25,193.03 \n",
       "  1643.68,193.03 1644.1,193.03 1644.52,193.03 1644.95,193.03 1645.37,193.03 1645.79,193.03 1646.21,193.03 1646.64,193.03 1647.06,193.03 1647.48,193.03 \n",
       "  1647.91,193.03 1648.33,193.03 1648.75,193.03 1649.17,193.03 1649.6,193.029 1650.02,193.029 1650.44,193.029 1650.86,193.029 1651.29,193.029 1651.71,193.029 \n",
       "  1652.13,193.029 1652.56,193.029 1652.98,193.029 1653.4,193.029 1653.82,193.029 1654.25,193.029 1654.67,193.029 1655.09,193.029 1655.52,193.029 1655.94,193.029 \n",
       "  1656.36,193.029 1656.78,193.029 1657.21,193.029 1657.63,193.029 1658.05,193.029 1658.48,193.029 1658.9,193.029 1659.32,193.029 1659.74,193.029 1660.17,193.028 \n",
       "  1660.59,193.028 1661.01,193.028 1661.44,193.028 1661.86,193.028 1662.28,193.028 1662.7,193.028 1663.13,193.028 1663.55,193.028 1663.97,193.028 1664.4,193.028 \n",
       "  1664.82,193.028 1665.24,193.028 1665.66,193.028 1666.09,193.028 1666.51,193.028 1666.93,193.028 1667.36,193.028 1667.78,193.028 1668.2,193.028 1668.62,193.028 \n",
       "  1669.05,193.028 1669.47,193.028 1669.89,193.028 1670.31,193.028 1670.74,193.028 1671.16,193.028 1671.58,193.028 1672.01,193.027 1672.43,193.027 1672.85,193.027 \n",
       "  1673.27,193.027 1673.7,193.027 1674.12,193.027 1674.54,193.027 1674.97,193.027 1675.39,193.027 1675.81,193.027 1676.23,193.027 1676.66,193.027 1677.08,193.027 \n",
       "  1677.5,193.027 1677.93,193.027 1678.35,193.027 1678.77,193.027 1679.19,193.027 1679.62,193.027 1680.04,193.027 1680.46,193.027 1680.89,193.027 1681.31,193.027 \n",
       "  1681.73,193.027 1682.15,193.027 1682.58,193.027 1683,193.027 1683.42,193.027 1683.85,193.027 1684.27,193.027 1684.69,193.026 1685.11,193.026 1685.54,193.026 \n",
       "  1685.96,193.026 1686.38,193.026 1686.81,193.026 1687.23,193.026 1687.65,193.026 1688.07,193.026 1688.5,193.026 1688.92,193.026 1689.34,193.026 1689.76,193.026 \n",
       "  1690.19,193.026 1690.61,193.026 1691.03,193.026 1691.46,193.026 1691.88,193.026 1692.3,193.026 1692.72,193.026 1693.15,193.026 1693.57,193.026 1693.99,193.026 \n",
       "  1694.42,193.026 1694.84,193.026 1695.26,193.026 1695.68,193.026 1696.11,193.026 1696.53,193.026 1696.95,193.026 1697.38,193.026 1697.8,193.026 1698.22,193.026 \n",
       "  1698.64,193.026 1699.07,193.025 1699.49,193.025 1699.91,193.025 1700.34,193.025 1700.76,193.025 1701.18,193.025 1701.6,193.025 1702.03,193.025 1702.45,193.025 \n",
       "  1702.87,193.025 1703.3,193.025 1703.72,193.025 1704.14,193.025 1704.56,193.025 1704.99,193.025 1705.41,193.025 1705.83,193.025 1706.26,193.025 1706.68,193.025 \n",
       "  1707.1,193.025 1707.52,193.025 1707.95,193.025 1708.37,193.025 1708.79,193.025 1709.21,193.025 1709.64,193.025 1710.06,193.025 1710.48,193.025 1710.91,193.025 \n",
       "  1711.33,193.025 1711.75,193.025 1712.17,193.025 1712.6,193.025 1713.02,193.025 1713.44,193.025 1713.87,193.025 1714.29,193.025 1714.71,193.025 1715.13,193.024 \n",
       "  1715.56,193.024 1715.98,193.024 1716.4,193.024 1716.83,193.024 1717.25,193.024 1717.67,193.024 1718.09,193.024 1718.52,193.024 1718.94,193.024 1719.36,193.024 \n",
       "  1719.79,193.024 1720.21,193.024 1720.63,193.024 1721.05,193.024 1721.48,193.024 1721.9,193.024 1722.32,193.024 1722.75,193.024 1723.17,193.024 1723.59,193.024 \n",
       "  1724.01,193.024 1724.44,193.024 1724.86,193.024 1725.28,193.024 1725.71,193.024 1726.13,193.024 1726.55,193.024 1726.97,193.024 1727.4,193.024 1727.82,193.024 \n",
       "  1728.24,193.024 1728.66,193.024 1729.09,193.024 1729.51,193.024 1729.93,193.024 1730.36,193.024 1730.78,193.024 1731.2,193.024 1731.62,193.024 1732.05,193.024 \n",
       "  1732.47,193.024 1732.89,193.024 1733.32,193.024 1733.74,193.023 1734.16,193.023 1734.58,193.023 1735.01,193.023 1735.43,193.023 1735.85,193.023 1736.28,193.023 \n",
       "  1736.7,193.023 1737.12,193.023 1737.54,193.023 1737.97,193.023 1738.39,193.023 1738.81,193.023 1739.24,193.023 1739.66,193.023 1740.08,193.023 1740.5,193.023 \n",
       "  1740.93,193.023 1741.35,193.023 1741.77,193.023 1742.2,193.023 1742.62,193.023 1743.04,193.023 1743.46,193.023 1743.89,193.023 1744.31,193.023 1744.73,193.023 \n",
       "  1745.16,193.023 1745.58,193.023 1746,193.023 1746.42,193.023 1746.85,193.023 1747.27,193.023 1747.69,193.023 1748.11,193.023 1748.54,193.023 1748.96,193.023 \n",
       "  1749.38,193.023 1749.81,193.023 1750.23,193.023 1750.65,193.023 1751.07,193.023 1751.5,193.023 1751.92,193.023 1752.34,193.023 1752.77,193.023 1753.19,193.023 \n",
       "  1753.61,193.023 1754.03,193.023 1754.46,193.023 1754.88,193.023 1755.3,193.022 1755.73,193.022 1756.15,193.022 1756.57,193.022 1756.99,193.022 1757.42,193.022 \n",
       "  1757.84,193.022 1758.26,193.022 1758.69,193.022 1759.11,193.022 1759.53,193.022 1759.95,193.022 1760.38,193.022 1760.8,193.022 1761.22,193.022 1761.65,193.022 \n",
       "  1762.07,193.022 1762.49,193.022 1762.91,193.022 1763.34,193.022 1763.76,193.022 1764.18,193.022 1764.61,193.022 1765.03,193.022 1765.45,193.022 1765.87,193.022 \n",
       "  1766.3,193.022 1766.72,193.022 1767.14,193.022 1767.56,193.022 1767.99,193.022 1768.41,193.022 1768.83,193.022 1769.26,193.022 1769.68,193.022 1770.1,193.022 \n",
       "  1770.52,193.022 1770.95,193.022 1771.37,193.022 1771.79,193.022 1772.22,193.022 1772.64,193.022 1773.06,193.022 1773.48,193.022 1773.91,193.022 1774.33,193.022 \n",
       "  1774.75,193.022 1775.18,193.022 1775.6,193.022 1776.02,193.022 1776.44,193.022 1776.87,193.022 1777.29,193.022 1777.71,193.022 1778.14,193.022 1778.56,193.022 \n",
       "  1778.98,193.022 1779.4,193.022 1779.83,193.022 1780.25,193.022 1780.67,193.022 1781.1,193.022 1781.52,193.022 1781.94,193.021 1782.36,193.021 1782.79,193.021 \n",
       "  1783.21,193.021 1783.63,193.021 1784.06,193.021 1784.48,193.021 1784.9,193.021 1785.32,193.021 1785.75,193.021 1786.17,193.021 1786.59,193.021 1787.01,193.021 \n",
       "  1787.44,193.021 1787.86,193.021 1788.28,193.021 1788.71,193.021 1789.13,193.021 1789.55,193.021 1789.97,193.021 1790.4,193.021 1790.82,193.021 1791.24,193.021 \n",
       "  1791.67,193.021 1792.09,193.021 1792.51,193.021 1792.93,193.021 1793.36,193.021 1793.78,193.021 1794.2,193.021 1794.63,193.021 1795.05,193.021 1795.47,193.021 \n",
       "  1795.89,193.021 1796.32,193.021 1796.74,193.021 1797.16,193.021 1797.59,193.021 1798.01,193.021 1798.43,193.021 1798.85,193.021 1799.28,193.021 1799.7,193.021 \n",
       "  1800.12,193.021 1800.55,193.021 1800.97,193.021 1801.39,193.021 1801.81,193.021 1802.24,193.021 1802.66,193.021 1803.08,193.021 1803.51,193.021 1803.93,193.021 \n",
       "  1804.35,193.021 1804.77,193.021 1805.2,193.021 1805.62,193.021 1806.04,193.021 1806.46,193.021 1806.89,193.021 1807.31,193.021 1807.73,193.021 1808.16,193.021 \n",
       "  1808.58,193.021 1809,193.021 1809.42,193.021 1809.85,193.021 1810.27,193.021 1810.69,193.021 1811.12,193.021 1811.54,193.021 1811.96,193.021 1812.38,193.021 \n",
       "  1812.81,193.021 1813.23,193.021 1813.65,193.021 1814.08,193.021 1814.5,193.021 1814.92,193.021 1815.34,193.021 1815.77,193.02 1816.19,193.02 1816.61,193.02 \n",
       "  1817.04,193.02 1817.46,193.02 1817.88,193.02 1818.3,193.02 1818.73,193.02 1819.15,193.02 1819.57,193.02 1820,193.02 1820.42,193.02 1820.84,193.02 \n",
       "  1821.26,193.02 1821.69,193.02 1822.11,193.02 1822.53,193.02 1822.96,193.02 1823.38,193.02 1823.8,193.02 1824.22,193.02 1824.65,193.02 1825.07,193.02 \n",
       "  1825.49,193.02 1825.91,193.02 1826.34,193.02 1826.76,193.02 1827.18,193.02 1827.61,193.02 1828.03,193.02 1828.45,193.02 1828.87,193.02 1829.3,193.02 \n",
       "  1829.72,193.02 1830.14,193.02 1830.57,193.02 1830.99,193.02 1831.41,193.02 1831.83,193.02 1832.26,193.02 1832.68,193.02 1833.1,193.02 1833.53,193.02 \n",
       "  1833.95,193.02 1834.37,193.02 1834.79,193.02 1835.22,193.02 1835.64,193.02 1836.06,193.02 1836.49,193.02 1836.91,193.02 1837.33,193.02 1837.75,193.02 \n",
       "  1838.18,193.02 1838.6,193.02 1839.02,193.02 1839.45,193.02 1839.87,193.02 1840.29,193.02 1840.71,193.02 1841.14,193.02 1841.56,193.02 1841.98,193.02 \n",
       "  1842.41,193.02 1842.83,193.02 1843.25,193.02 1843.67,193.02 1844.1,193.02 1844.52,193.02 1844.94,193.02 1845.36,193.02 1845.79,193.02 1846.21,193.02 \n",
       "  1846.63,193.02 1847.06,193.02 1847.48,193.02 1847.9,193.02 1848.32,193.02 1848.75,193.02 1849.17,193.02 1849.59,193.02 1850.02,193.02 1850.44,193.02 \n",
       "  1850.86,193.02 1851.28,193.02 1851.71,193.02 1852.13,193.02 1852.55,193.02 1852.98,193.02 1853.4,193.02 1853.82,193.02 1854.24,193.02 1854.67,193.02 \n",
       "  1855.09,193.02 1855.51,193.02 1855.94,193.02 1856.36,193.02 1856.78,193.02 1857.2,193.02 1857.63,193.02 1858.05,193.02 1858.47,193.02 1858.9,193.02 \n",
       "  1859.32,193.02 1859.74,193.02 1860.16,193.02 1860.59,193.02 1861.01,193.02 1861.43,193.02 1861.86,193.02 1862.28,193.02 1862.7,193.019 1863.12,193.019 \n",
       "  1863.55,193.019 1863.97,193.019 1864.39,193.019 1864.81,193.019 1865.24,193.019 1865.66,193.019 1866.08,193.019 1866.51,193.019 1866.93,193.019 1867.35,193.019 \n",
       "  1867.77,193.019 1868.2,193.019 1868.62,193.019 1869.04,193.019 1869.47,193.019 1869.89,193.019 1870.31,193.019 1870.73,193.019 1871.16,193.019 1871.58,193.019 \n",
       "  1872,193.019 1872.43,193.019 1872.85,193.019 1873.27,193.019 1873.69,193.019 1874.12,193.019 1874.54,193.019 1874.96,193.019 1875.39,193.019 1875.81,193.019 \n",
       "  1876.23,193.019 1876.65,193.019 1877.08,193.019 1877.5,193.019 1877.92,193.019 1878.35,193.019 1878.77,193.019 1879.19,193.019 1879.61,193.019 1880.04,193.019 \n",
       "  1880.46,193.019 1880.88,193.019 1881.31,193.019 1881.73,193.019 1882.15,193.019 1882.57,193.019 1883,193.019 1883.42,193.019 1883.84,193.019 1884.26,193.019 \n",
       "  1884.69,193.019 1885.11,193.019 1885.53,193.019 1885.96,193.019 1886.38,193.019 1886.8,193.019 1887.22,193.019 1887.65,193.019 1888.07,193.019 1888.49,193.019 \n",
       "  1888.92,193.019 1889.34,193.019 1889.76,193.019 1890.18,193.019 1890.61,193.019 1891.03,193.019 1891.45,193.019 1891.88,193.019 1892.3,193.019 1892.72,193.019 \n",
       "  1893.14,193.019 1893.57,193.019 1893.99,193.019 1894.41,193.019 1894.84,193.019 1895.26,193.019 1895.68,193.019 1896.1,193.019 1896.53,193.019 1896.95,193.019 \n",
       "  1897.37,193.019 1897.8,193.019 1898.22,193.019 1898.64,193.019 1899.06,193.019 1899.49,193.019 1899.91,193.019 1900.33,193.019 1900.76,193.019 1901.18,193.019 \n",
       "  1901.6,193.019 1902.02,193.019 1902.45,193.019 1902.87,193.019 1903.29,193.019 1903.71,193.019 1904.14,193.019 1904.56,193.019 1904.98,193.019 1905.41,193.019 \n",
       "  1905.83,193.019 1906.25,193.019 1906.67,193.019 1907.1,193.019 1907.52,193.019 1907.94,193.019 1908.37,193.019 1908.79,193.019 1909.21,193.019 1909.63,193.019 \n",
       "  1910.06,193.019 1910.48,193.019 1910.9,193.019 1911.33,193.019 1911.75,193.019 1912.17,193.019 1912.59,193.019 1913.02,193.019 1913.44,193.019 1913.86,193.019 \n",
       "  1914.29,193.019 1914.71,193.019 1915.13,193.019 1915.55,193.019 1915.98,193.019 1916.4,193.019 1916.82,193.019 1917.25,193.019 1917.67,193.019 1918.09,193.019 \n",
       "  1918.51,193.019 1918.94,193.019 1919.36,193.019 1919.78,193.019 1920.21,193.019 1920.63,193.019 1921.05,193.019 1921.47,193.019 1921.9,193.019 1922.32,193.019 \n",
       "  1922.74,193.019 1923.16,193.019 1923.59,193.019 1924.01,193.019 1924.43,193.019 1924.86,193.019 1925.28,193.019 1925.7,193.019 1926.12,193.019 1926.55,193.019 \n",
       "  1926.97,193.019 1927.39,193.019 1927.82,193.019 1928.24,193.019 1928.66,193.019 1929.08,193.019 1929.51,193.019 1929.93,193.019 1930.35,193.019 1930.78,193.019 \n",
       "  1931.2,193.019 1931.62,193.019 1932.04,193.019 1932.47,193.019 1932.89,193.019 1933.31,193.019 1933.74,193.019 1934.16,193.019 1934.58,193.019 1935,193.019 \n",
       "  1935.43,193.019 1935.85,193.019 1936.27,193.019 1936.7,193.019 1937.12,193.019 1937.54,193.019 1937.96,193.019 1938.39,193.018 1938.81,193.018 1939.23,193.018 \n",
       "  1939.66,193.018 1940.08,193.018 1940.5,193.018 1940.92,193.018 1941.35,193.018 1941.77,193.018 1942.19,193.018 1942.61,193.018 1943.04,193.018 1943.46,193.018 \n",
       "  1943.88,193.018 1944.31,193.018 1944.73,193.018 1945.15,193.018 1945.57,193.018 1946,193.018 1946.42,193.018 1946.84,193.018 1947.27,193.018 1947.69,193.018 \n",
       "  1948.11,193.018 1948.53,193.018 1948.96,193.018 1949.38,193.018 1949.8,193.018 1950.23,193.018 1950.65,193.018 1951.07,193.018 1951.49,193.018 1951.92,193.018 \n",
       "  1952.34,193.018 1952.76,193.018 1953.19,193.018 1953.61,193.018 1954.03,193.018 1954.45,193.018 1954.88,193.018 1955.3,193.018 1955.72,193.018 1956.15,193.018 \n",
       "  1956.57,193.018 1956.99,193.018 1957.41,193.018 1957.84,193.018 1958.26,193.018 1958.68,193.018 1959.11,193.018 1959.53,193.018 1959.95,193.018 1960.37,193.018 \n",
       "  1960.8,193.018 1961.22,193.018 1961.64,193.018 1962.06,193.018 1962.49,193.018 1962.91,193.018 1963.33,193.018 1963.76,193.018 1964.18,193.018 1964.6,193.018 \n",
       "  1965.02,193.018 1965.45,193.018 1965.87,193.018 1966.29,193.018 1966.72,193.018 1967.14,193.018 1967.56,193.018 1967.98,193.018 1968.41,193.018 1968.83,193.018 \n",
       "  1969.25,193.018 1969.68,193.018 1970.1,193.018 1970.52,193.018 1970.94,193.018 1971.37,193.018 1971.79,193.018 1972.21,193.018 1972.64,193.018 1973.06,193.018 \n",
       "  1973.48,193.018 1973.9,193.018 1974.33,193.018 1974.75,193.018 1975.17,193.018 1975.6,193.018 1976.02,193.018 1976.44,193.018 1976.86,193.018 1977.29,193.018 \n",
       "  1977.71,193.018 1978.13,193.018 1978.55,193.018 1978.98,193.018 1979.4,193.018 1979.82,193.018 1980.25,193.018 1980.67,193.018 1981.09,193.018 1981.51,193.018 \n",
       "  1981.94,193.018 1982.36,193.018 1982.78,193.018 1983.21,193.018 1983.63,193.018 1984.05,193.018 1984.47,193.018 1984.9,193.018 1985.32,193.018 1985.74,193.018 \n",
       "  1986.17,193.018 1986.59,193.018 1987.01,193.018 1987.43,193.018 1987.86,193.018 1988.28,193.018 1988.7,193.018 1989.13,193.018 1989.55,193.018 1989.97,193.018 \n",
       "  1990.39,193.018 1990.82,193.018 1991.24,193.018 1991.66,193.018 1992.09,193.018 1992.51,193.018 1992.93,193.018 1993.35,193.018 1993.78,193.018 1994.2,193.018 \n",
       "  1994.62,193.018 1995.05,193.018 1995.47,193.018 1995.89,193.018 1996.31,193.018 1996.74,193.018 1997.16,193.018 1997.58,193.018 1998,193.018 1998.43,193.018 \n",
       "  1998.85,193.018 1999.27,193.018 1999.7,193.018 2000.12,193.018 2000.54,193.018 2000.96,193.018 2001.39,193.018 2001.81,193.018 2002.23,193.018 2002.66,193.018 \n",
       "  2003.08,193.018 2003.5,193.018 2003.92,193.018 2004.35,193.018 2004.77,193.018 2005.19,193.018 2005.62,193.018 2006.04,193.018 2006.46,193.018 2006.88,193.018 \n",
       "  2007.31,193.018 2007.73,193.018 2008.15,193.018 2008.58,193.018 2009,193.018 2009.42,193.018 2009.84,193.018 2010.27,193.018 2010.69,193.018 2011.11,193.018 \n",
       "  2011.54,193.018 2011.96,193.018 2012.38,193.018 2012.8,193.018 2013.23,193.018 2013.65,193.018 2014.07,193.018 2014.5,193.018 2014.92,193.018 2015.34,193.018 \n",
       "  2015.76,193.018 2016.19,193.018 2016.61,193.018 2017.03,193.018 2017.45,193.018 2017.88,193.018 2018.3,193.018 2018.72,193.018 2019.15,193.018 2019.57,193.018 \n",
       "  2019.99,193.018 2020.41,193.018 2020.84,193.018 2021.26,193.018 2021.68,193.018 2022.11,193.018 2022.53,193.018 2022.95,193.018 2023.37,193.018 2023.8,193.018 \n",
       "  2024.22,193.018 2024.64,193.018 2025.07,193.018 2025.49,193.018 2025.91,193.018 2026.33,193.018 2026.76,193.018 2027.18,193.018 2027.6,193.018 2028.03,193.018 \n",
       "  2028.45,193.018 2028.87,193.018 2029.29,193.018 2029.72,193.018 2030.14,193.018 2030.56,193.018 2030.99,193.018 2031.41,193.018 2031.83,193.018 2032.25,193.018 \n",
       "  2032.68,193.018 2033.1,193.018 2033.52,193.018 2033.95,193.018 2034.37,193.018 2034.79,193.018 2035.21,193.018 2035.64,193.018 2036.06,193.018 2036.48,193.018 \n",
       "  2036.9,193.018 2037.33,193.018 2037.75,193.018 2038.17,193.018 2038.6,193.018 2039.02,193.018 2039.44,193.018 2039.86,193.018 2040.29,193.018 2040.71,193.018 \n",
       "  2041.13,193.018 2041.56,193.018 2041.98,193.018 2042.4,193.018 2042.82,193.018 2043.25,193.018 2043.67,193.018 2044.09,193.018 2044.52,193.018 2044.94,193.018 \n",
       "  2045.36,193.018 2045.78,193.018 2046.21,193.018 2046.63,193.018 2047.05,193.018 2047.48,193.018 2047.9,193.018 2048.32,193.018 2048.74,193.018 2049.17,193.018 \n",
       "  2049.59,193.018 2050.01,193.018 2050.44,193.018 2050.86,193.018 2051.28,193.018 2051.7,193.018 2052.13,193.018 2052.55,193.018 2052.97,193.018 2053.4,193.018 \n",
       "  2053.82,193.018 2054.24,193.018 2054.66,193.018 2055.09,193.018 2055.51,193.018 2055.93,193.018 2056.35,193.018 2056.78,193.018 2057.2,193.018 2057.62,193.018 \n",
       "  2058.05,193.018 2058.47,193.018 2058.89,193.018 2059.31,193.018 2059.74,193.018 2060.16,193.018 2060.58,193.018 2061.01,193.018 2061.43,193.018 2061.85,193.018 \n",
       "  2062.27,193.018 2062.7,193.018 2063.12,193.018 2063.54,193.018 2063.97,193.018 2064.39,193.018 2064.81,193.018 2065.23,193.018 2065.66,193.018 2066.08,193.018 \n",
       "  2066.5,193.018 2066.93,193.018 2067.35,193.018 2067.77,193.018 2068.19,193.018 2068.62,193.018 2069.04,193.018 2069.46,193.018 2069.89,193.018 2070.31,193.018 \n",
       "  2070.73,193.018 2071.15,193.018 2071.58,193.018 2072,193.018 2072.42,193.018 2072.85,193.018 2073.27,193.018 2073.69,193.018 2074.11,193.018 2074.54,193.018 \n",
       "  2074.96,193.018 2075.38,193.018 2075.8,193.018 2076.23,193.018 2076.65,193.018 2077.07,193.018 2077.5,193.018 2077.92,193.018 2078.34,193.018 2078.76,193.018 \n",
       "  2079.19,193.018 2079.61,193.018 2080.03,193.018 2080.46,193.018 2080.88,193.018 2081.3,193.018 2081.72,193.018 2082.15,193.018 2082.57,193.018 2082.99,193.018 \n",
       "  2083.42,193.018 2083.84,193.018 2084.26,193.018 2084.68,193.018 2085.11,193.018 2085.53,193.018 2085.95,193.018 2086.38,193.018 2086.8,193.018 2087.22,193.018 \n",
       "  2087.64,193.018 2088.07,193.018 2088.49,193.018 2088.91,193.018 2089.34,193.018 2089.76,193.018 2090.18,193.018 2090.6,193.018 2091.03,193.018 2091.45,193.018 \n",
       "  2091.87,193.018 2092.3,193.018 2092.72,193.018 2093.14,193.018 2093.56,193.018 2093.99,193.018 2094.41,193.018 2094.83,193.018 2095.25,193.018 2095.68,193.018 \n",
       "  2096.1,193.018 2096.52,193.018 2096.95,193.018 2097.37,193.018 2097.79,193.018 2098.21,193.018 2098.64,193.018 2099.06,193.018 2099.48,193.018 2099.91,193.018 \n",
       "  2100.33,193.018 2100.75,193.018 2101.17,193.018 2101.6,193.018 2102.02,193.018 2102.44,193.018 2102.87,193.018 2103.29,193.018 2103.71,193.018 2104.13,193.018 \n",
       "  2104.56,193.018 2104.98,193.018 2105.4,193.018 2105.83,193.018 2106.25,193.018 2106.67,193.018 2107.09,193.018 2107.52,193.018 2107.94,193.018 2108.36,193.018 \n",
       "  2108.79,193.018 2109.21,193.018 2109.63,193.018 2110.05,193.018 2110.48,193.018 2110.9,193.018 2111.32,193.018 2111.75,193.018 2112.17,193.018 2112.59,193.018 \n",
       "  2113.01,193.018 2113.44,193.018 2113.86,193.018 2114.28,193.018 2114.7,193.018 2115.13,193.018 2115.55,193.018 2115.97,193.018 2116.4,193.018 2116.82,193.018 \n",
       "  2117.24,193.018 2117.66,193.018 2118.09,193.018 2118.51,193.018 2118.93,193.018 2119.36,193.018 2119.78,193.018 2120.2,193.018 2120.62,193.018 2121.05,193.018 \n",
       "  2121.47,193.018 2121.89,193.018 2122.32,193.018 2122.74,193.018 2123.16,193.018 2123.58,193.018 2124.01,193.018 2124.43,193.018 2124.85,193.018 2125.28,193.018 \n",
       "  2125.7,193.018 2126.12,193.018 2126.54,193.018 2126.97,193.018 2127.39,193.018 2127.81,193.018 2128.24,193.018 2128.66,193.018 2129.08,193.018 2129.5,193.018 \n",
       "  2129.93,193.018 2130.35,193.018 2130.77,193.018 2131.2,193.018 2131.62,193.018 2132.04,193.018 2132.46,193.018 2132.89,193.018 2133.31,193.018 2133.73,193.018 \n",
       "  2134.15,193.018 2134.58,193.018 2135,193.018 2135.42,193.018 2135.85,193.018 2136.27,193.018 2136.69,193.018 2137.11,193.018 2137.54,193.018 2137.96,193.018 \n",
       "  2138.38,193.018 2138.81,193.018 2139.23,193.018 2139.65,193.018 2140.07,193.018 2140.5,193.018 2140.92,193.018 2141.34,193.018 2141.77,193.018 2142.19,193.018 \n",
       "  2142.61,193.018 2143.03,193.018 2143.46,193.018 2143.88,193.018 2144.3,193.018 2144.73,193.018 2145.15,193.018 2145.57,193.018 2145.99,193.018 2146.42,193.018 \n",
       "  2146.84,193.018 2147.26,193.018 2147.69,193.018 2148.11,193.018 2148.53,193.018 2148.95,193.018 2149.38,193.018 2149.8,193.018 2150.22,193.018 2150.65,193.018 \n",
       "  2151.07,193.018 2151.49,193.018 2151.91,193.018 2152.34,193.018 2152.76,193.018 2153.18,193.018 2153.6,193.018 2154.03,193.018 2154.45,193.018 2154.87,193.018 \n",
       "  2155.3,193.018 2155.72,193.018 2156.14,193.018 2156.56,193.018 2156.99,193.018 2157.41,193.018 2157.83,193.018 2158.26,193.018 2158.68,193.018 2159.1,193.018 \n",
       "  2159.52,193.018 2159.95,193.018 2160.37,193.018 2160.79,193.018 2161.22,193.018 2161.64,193.018 2162.06,193.018 2162.48,193.018 2162.91,193.018 2163.33,193.018 \n",
       "  2163.75,193.018 2164.18,193.018 2164.6,193.018 2165.02,193.018 2165.44,193.018 2165.87,193.018 2166.29,193.018 2166.71,193.018 2167.14,193.018 2167.56,193.017 \n",
       "  2167.98,193.017 2168.4,193.017 2168.83,193.017 2169.25,193.017 2169.67,193.017 2170.1,193.017 2170.52,193.017 2170.94,193.017 2171.36,193.017 2171.79,193.017 \n",
       "  2172.21,193.017 2172.63,193.017 2173.05,193.017 2173.48,193.017 2173.9,193.017 2174.32,193.017 2174.75,193.017 2175.17,193.017 2175.59,193.017 2176.01,193.017 \n",
       "  2176.44,193.017 2176.86,193.017 2177.28,193.017 2177.71,193.017 2178.13,193.017 2178.55,193.017 2178.97,193.017 2179.4,193.017 2179.82,193.017 2180.24,193.017 \n",
       "  2180.67,193.017 2181.09,193.017 2181.51,193.017 2181.93,193.017 2182.36,193.017 2182.78,193.017 2183.2,193.017 2183.63,193.017 2184.05,193.017 2184.47,193.017 \n",
       "  2184.89,193.017 2185.32,193.017 2185.74,193.017 2186.16,193.017 2186.59,193.017 2187.01,193.017 2187.43,193.017 2187.85,193.017 2188.28,193.017 2188.7,193.017 \n",
       "  2189.12,193.017 2189.55,193.017 2189.97,193.017 2190.39,193.017 2190.81,193.017 2191.24,193.017 2191.66,193.017 2192.08,193.017 2192.5,193.017 2192.93,193.017 \n",
       "  2193.35,193.017 2193.77,193.017 2194.2,193.017 2194.62,193.017 2195.04,193.017 2195.46,193.017 2195.89,193.017 2196.31,193.017 2196.73,193.017 2197.16,193.017 \n",
       "  2197.58,193.017 2198,193.017 2198.42,193.017 2198.85,193.017 2199.27,193.017 2199.69,193.017 2200.12,193.017 2200.54,193.017 2200.96,193.017 2201.38,193.017 \n",
       "  2201.81,193.017 2202.23,193.017 2202.65,193.017 2203.08,193.017 2203.5,193.017 2203.92,193.017 2204.34,193.017 2204.77,193.017 2205.19,193.017 2205.61,193.017 \n",
       "  2206.04,193.017 2206.46,193.017 2206.88,193.017 2207.3,193.017 2207.73,193.017 2208.15,193.017 2208.57,193.017 2209,193.017 2209.42,193.017 2209.84,193.017 \n",
       "  2210.26,193.017 2210.69,193.017 2211.11,193.017 2211.53,193.017 2211.95,193.017 2212.38,193.017 2212.8,193.017 2213.22,193.017 2213.65,193.017 2214.07,193.017 \n",
       "  2214.49,193.017 2214.91,193.017 2215.34,193.017 2215.76,193.017 2216.18,193.017 2216.61,193.017 2217.03,193.017 2217.45,193.017 2217.87,193.017 2218.3,193.017 \n",
       "  2218.72,193.017 2219.14,193.017 2219.57,193.017 2219.99,193.017 2220.41,193.017 2220.83,193.017 2221.26,193.017 2221.68,193.017 2222.1,193.017 2222.53,193.017 \n",
       "  2222.95,193.017 2223.37,193.017 2223.79,193.017 2224.22,193.017 2224.64,193.017 2225.06,193.017 2225.49,193.017 2225.91,193.017 2226.33,193.017 2226.75,193.017 \n",
       "  2227.18,193.017 2227.6,193.017 2228.02,193.017 2228.45,193.017 2228.87,193.017 2229.29,193.017 2229.71,193.017 2230.14,193.017 2230.56,193.017 2230.98,193.017 \n",
       "  2231.4,193.017 2231.83,193.017 2232.25,193.017 2232.67,193.017 2233.1,193.017 2233.52,193.017 2233.94,193.017 2234.36,193.017 2234.79,193.017 2235.21,193.017 \n",
       "  2235.63,193.017 2236.06,193.017 2236.48,193.017 2236.9,193.017 2237.32,193.017 2237.75,193.017 2238.17,193.017 2238.59,193.017 2239.02,193.017 2239.44,193.017 \n",
       "  2239.86,193.017 2240.28,193.017 2240.71,193.017 2241.13,193.017 2241.55,193.017 2241.98,193.017 2242.4,193.017 2242.82,193.017 2243.24,193.017 2243.67,193.017 \n",
       "  2244.09,193.017 2244.51,193.017 2244.94,193.017 2245.36,193.017 2245.78,193.017 2246.2,193.017 2246.63,193.017 2247.05,193.017 2247.47,193.017 2247.9,193.017 \n",
       "  2248.32,193.017 2248.74,193.017 2249.16,193.017 2249.59,193.017 2250.01,193.017 2250.43,193.017 2250.85,193.017 2251.28,193.017 2251.7,193.017 2252.12,193.017 \n",
       "  2252.55,193.017 2252.97,193.017 2253.39,193.017 2253.81,193.017 2254.24,193.017 2254.66,193.017 2255.08,193.017 2255.51,193.017 2255.93,193.017 2256.35,193.017 \n",
       "  2256.77,193.017 2257.2,193.017 2257.62,193.017 2258.04,193.017 2258.47,193.017 2258.89,193.017 2259.31,193.017 2259.73,193.017 2260.16,193.017 2260.58,193.017 \n",
       "  2261,193.017 2261.43,193.017 2261.85,193.017 2262.27,193.017 2262.69,193.017 2263.12,193.017 2263.54,193.017 2263.96,193.017 2264.39,193.017 2264.81,193.017 \n",
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      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y = model1(1:0.01:50, fit1.param)\n",
    "plot(1:0.01:50, y)\n",
    "scatter!(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "730c55d9-9c32-4e93-ac01-6e10b0c6728f",
   "metadata": {
    "execution": {
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     "iopub.status.idle": "2022-03-22T15:52:30.724000+08:00",
     "shell.execute_reply": "2022-03-22T15:52:30.723000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2-element Vector{Float64}:\n",
       " 0.8366300458141669\n",
       " 2.9318777101743407"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fit1.param"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "d9ea101d-4ded-4d39-aa1b-b5f16738e30a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T15:52:30.724000+08:00",
     "iopub.status.busy": "2022-03-22T15:52:30.724000+08:00",
     "iopub.status.idle": "2022-03-22T15:52:30.763000+08:00",
     "shell.execute_reply": "2022-03-22T15:52:30.762000+08:00"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9.0"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p1 = fit1.param\n",
    "ceil(3*p1[2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "4f295982-0917-4fce-9ec5-3d9b8277cf0f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T15:52:49.049000+08:00",
     "iopub.status.busy": "2022-03-22T15:52:49.049000+08:00",
     "iopub.status.idle": "2022-03-22T15:52:49.334000+08:00",
     "shell.execute_reply": "2022-03-22T15:52:49.334000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LsqFit.LsqFitResult{Vector{Float64}, Vector{Float64}, Matrix{Float64}, Vector{Float64}}([0.8260528019974369, 2.8867323710255697], [-0.15623180357861227, -0.09453413012121403, 0.009625534078090747, 0.07689040075868214, 0.09272141864866357, 0.0789683669092981, 0.05918300548128397, 0.04338919639470762, 0.03250511080121854, 0.024972550823393114  …  -0.03799263341440906, -0.04315122589210729, -0.04766277089161841, -0.05097247919250758, -0.05304600257257608, -0.05503910673899537, -0.057314217729365735, -0.05991434901616488, -0.06045621601085471, -0.057111309774975916], [0.11308096245432134 -0.0609119095430859; 0.38122051285676156 -0.16998638455213116; … ; 1.0000000000052196 0.0; 1.0000000000052196 0.0], true, Float64[])"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "@. model2(x, p) = p[1] * (1 - exp(-(x^2)/(p[2]^2)))  # 高斯模型\n",
    "xdata = 1:50.0;\n",
    "ydata = vec(x);  # x是Matrix类型，需要转换成Vectors类型\n",
    "p0 = [0.5, 3]\n",
    "fit2 = curve_fit(model,xdata,ydata,p0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "8f959508-66ee-4c27-b460-50f4b3da26b6",
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     "shell.execute_reply": "2022-03-22T15:52:49.393000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
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       "  227.21,1381.21 227.633,1377.77 228.056,1374.32 228.479,1370.85 228.901,1367.36 229.324,1363.85 229.747,1360.32 230.17,1356.78 230.593,1353.22 231.016,1349.64 \n",
       "  231.438,1346.05 231.861,1342.44 232.284,1338.81 232.707,1335.17 233.13,1331.51 233.553,1327.83 233.975,1324.14 234.398,1320.44 234.821,1316.72 235.244,1312.99 \n",
       "  235.667,1309.24 236.09,1305.47 236.512,1301.7 236.935,1297.91 237.358,1294.1 237.781,1290.29 238.204,1286.46 238.626,1282.61 239.049,1278.76 239.472,1274.89 \n",
       "  239.895,1271.01 240.318,1267.12 240.741,1263.21 241.163,1259.3 241.586,1255.37 242.009,1251.43 242.432,1247.48 242.855,1243.52 243.278,1239.55 243.7,1235.58 \n",
       "  244.123,1231.59 244.546,1227.59 244.969,1223.58 245.392,1219.56 245.814,1215.54 246.237,1211.5 246.66,1207.46 247.083,1203.4 247.506,1199.35 247.929,1195.28 \n",
       "  248.351,1191.2 248.774,1187.12 249.197,1183.03 249.62,1178.93 250.043,1174.83 250.466,1170.72 250.888,1166.6 251.311,1162.48 251.734,1158.35 252.157,1154.22 \n",
       "  252.58,1150.08 253.003,1145.94 253.425,1141.79 253.848,1137.64 254.271,1133.48 254.694,1129.32 255.117,1125.15 255.539,1120.98 255.962,1116.81 256.385,1112.63 \n",
       "  256.808,1108.45 257.231,1104.27 257.654,1100.08 258.076,1095.89 258.499,1091.7 258.922,1087.51 259.345,1083.32 259.768,1079.12 260.191,1074.92 260.613,1070.72 \n",
       "  261.036,1066.52 261.459,1062.32 261.882,1058.12 262.305,1053.92 262.728,1049.72 263.15,1045.52 263.573,1041.32 263.996,1037.11 264.419,1032.91 264.842,1028.71 \n",
       "  265.264,1024.51 265.687,1020.32 266.11,1016.12 266.533,1011.92 266.956,1007.73 267.379,1003.54 267.801,999.35 268.224,995.163 268.647,990.979 269.07,986.797 \n",
       "  269.493,982.618 269.916,978.443 270.338,974.27 270.761,970.101 271.184,965.936 271.607,961.774 272.03,957.616 272.453,953.463 272.875,949.314 273.298,945.169 \n",
       "  273.721,941.029 274.144,936.894 274.567,932.764 274.989,928.639 275.412,924.519 275.835,920.405 276.258,916.297 276.681,912.194 277.104,908.098 277.526,904.008 \n",
       "  277.949,899.924 278.372,895.846 278.795,891.775 279.218,887.711 279.641,883.654 280.063,879.604 280.486,875.562 280.909,871.527 281.332,867.499 281.755,863.479 \n",
       "  282.178,859.467 282.6,855.463 283.023,851.467 283.446,847.48 283.869,843.501 284.292,839.53 284.714,835.569 285.137,831.616 285.56,827.672 285.983,823.737 \n",
       "  286.406,819.811 286.829,815.895 287.251,811.989 287.674,808.092 288.097,804.204 288.52,800.327 288.943,796.46 289.366,792.602 289.788,788.756 290.211,784.919 \n",
       "  290.634,781.093 291.057,777.277 291.48,773.473 291.903,769.679 292.325,765.896 292.748,762.124 293.171,758.363 293.594,754.614 294.017,750.876 294.439,747.149 \n",
       "  294.862,743.434 295.285,739.731 295.708,736.039 296.131,732.359 296.554,728.692 296.976,725.036 297.399,721.392 297.822,717.761 298.245,714.142 298.668,710.536 \n",
       "  299.091,706.942 299.513,703.36 299.936,699.792 300.359,696.236 300.782,692.693 301.205,689.162 301.628,685.645 302.05,682.141 302.473,678.65 302.896,675.173 \n",
       "  303.319,671.708 303.742,668.257 304.164,664.819 304.587,661.395 305.01,657.985 305.433,654.588 305.856,651.205 306.279,647.835 306.701,644.48 307.124,641.138 \n",
       "  307.547,637.81 307.97,634.497 308.393,631.197 308.816,627.911 309.238,624.64 309.661,621.382 310.084,618.139 310.507,614.911 310.93,611.696 311.353,608.496 \n",
       "  311.775,605.311 312.198,602.14 312.621,598.983 313.044,595.841 313.467,592.714 313.889,589.601 314.312,586.503 314.735,583.42 315.158,580.351 315.581,577.297 \n",
       "  316.004,574.258 316.426,571.234 316.849,568.224 317.272,565.23 317.695,562.25 318.118,559.285 318.541,556.336 318.963,553.401 319.386,550.481 319.809,547.576 \n",
       "  320.232,544.686 320.655,541.812 321.078,538.952 321.5,536.107 321.923,533.278 322.346,530.463 322.769,527.664 323.192,524.88 323.614,522.111 324.037,519.357 \n",
       "  324.46,516.618 324.883,513.894 325.306,511.186 325.729,508.493 326.151,505.814 326.574,503.151 326.997,500.503 327.42,497.87 327.843,495.253 328.266,492.65 \n",
       "  328.688,490.063 329.111,487.491 329.534,484.933 329.957,482.391 330.38,479.864 330.803,477.352 331.225,474.856 331.648,472.374 332.071,469.907 332.494,467.456 \n",
       "  332.917,465.019 333.339,462.597 333.762,460.191 334.185,457.799 334.608,455.422 335.031,453.061 335.454,450.714 335.876,448.382 336.299,446.065 336.722,443.762 \n",
       "  337.145,441.475 337.568,439.202 337.991,436.944 338.413,434.701 338.836,432.473 339.259,430.259 339.682,428.06 340.105,425.876 340.527,423.706 340.95,421.55 \n",
       "  341.373,419.41 341.796,417.283 342.219,415.172 342.642,413.074 343.064,410.991 343.487,408.923 343.91,406.868 344.333,404.828 344.756,402.803 345.179,400.791 \n",
       "  345.601,398.794 346.024,396.811 346.447,394.841 346.87,392.886 347.293,390.945 347.716,389.018 348.138,387.105 348.561,385.206 348.984,383.32 349.407,381.448 \n",
       "  349.83,379.59 350.252,377.746 350.675,375.916 351.098,374.099 351.521,372.295 351.944,370.505 352.367,368.729 352.789,366.966 353.212,365.216 353.635,363.48 \n",
       "  354.058,361.757 354.481,360.047 354.904,358.35 355.326,356.666 355.749,354.996 356.172,353.338 356.595,351.694 357.018,350.062 357.441,348.443 357.863,346.837 \n",
       "  358.286,345.244 358.709,343.663 359.132,342.096 359.555,340.54 359.977,338.997 360.4,337.467 360.823,335.949 361.246,334.443 361.669,332.95 362.092,331.469 \n",
       "  362.514,330 362.937,328.543 363.36,327.098 363.783,325.666 364.206,324.245 364.629,322.836 365.051,321.439 365.474,320.054 365.897,318.68 366.32,317.318 \n",
       "  366.743,315.968 367.166,314.629 367.588,313.302 368.011,311.986 368.434,310.681 368.857,309.388 369.28,308.106 369.702,306.835 370.125,305.575 370.548,304.327 \n",
       "  370.971,303.089 371.394,301.862 371.817,300.646 372.239,299.441 372.662,298.247 373.085,297.063 373.508,295.89 373.931,294.727 374.354,293.575 374.776,292.434 \n",
       "  375.199,291.302 375.622,290.181 376.045,289.071 376.468,287.97 376.891,286.88 377.313,285.8 377.736,284.729 378.159,283.669 378.582,282.618 379.005,281.577 \n",
       "  379.427,280.547 379.85,279.525 380.273,278.514 380.696,277.511 381.119,276.519 381.542,275.536 381.964,274.562 382.387,273.597 382.81,272.642 383.233,271.696 \n",
       "  383.656,270.759 384.079,269.831 384.501,268.912 384.924,268.002 385.347,267.101 385.77,266.209 386.193,265.325 386.616,264.451 387.038,263.585 387.461,262.727 \n",
       "  387.884,261.878 388.307,261.037 388.73,260.205 389.152,259.381 389.575,258.565 389.998,257.758 390.421,256.959 390.844,256.167 391.267,255.384 391.689,254.609 \n",
       "  392.112,253.842 392.535,253.082 392.958,252.33 393.381,251.586 393.804,250.85 394.226,250.121 394.649,249.4 395.072,248.687 395.495,247.981 395.918,247.282 \n",
       "  396.341,246.59 396.763,245.906 397.186,245.229 397.609,244.559 398.032,243.896 398.455,243.24 398.877,242.592 399.3,241.95 399.723,241.315 400.146,240.687 \n",
       "  400.569,240.065 400.992,239.45 401.414,238.842 401.837,238.241 402.26,237.646 402.683,237.057 403.106,236.475 403.529,235.899 403.951,235.33 404.374,234.767 \n",
       "  404.797,234.21 405.22,233.659 405.643,233.114 406.066,232.576 406.488,232.043 406.911,231.516 407.334,230.996 407.757,230.481 408.18,229.971 408.602,229.468 \n",
       "  409.025,228.97 409.448,228.478 409.871,227.991 410.294,227.51 410.717,227.035 411.139,226.565 411.562,226.1 411.985,225.641 412.408,225.186 412.831,224.738 \n",
       "  413.254,224.294 413.676,223.855 414.099,223.422 414.522,222.994 414.945,222.57 415.368,222.152 415.791,221.738 416.213,221.329 416.636,220.926 417.059,220.526 \n",
       "  417.482,220.132 417.905,219.742 418.327,219.357 418.75,218.977 419.173,218.601 419.596,218.229 420.019,217.862 420.442,217.5 420.864,217.141 421.287,216.788 \n",
       "  421.71,216.438 422.133,216.093 422.556,215.751 422.979,215.414 423.401,215.081 423.824,214.753 424.247,214.428 424.67,214.107 425.093,213.79 425.516,213.477 \n",
       "  425.938,213.168 426.361,212.863 426.784,212.561 427.207,212.263 427.63,211.969 428.052,211.679 428.475,211.392 428.898,211.109 429.321,210.83 429.744,210.554 \n",
       "  430.167,210.281 430.589,210.012 431.012,209.746 431.435,209.484 431.858,209.225 432.281,208.969 432.704,208.717 433.126,208.468 433.549,208.222 433.972,207.979 \n",
       "  434.395,207.739 434.818,207.503 435.24,207.269 435.663,207.039 436.086,206.811 436.509,206.587 436.932,206.365 437.355,206.146 437.777,205.93 438.2,205.717 \n",
       "  438.623,205.507 439.046,205.3 439.469,205.095 439.892,204.893 440.314,204.694 440.737,204.497 441.16,204.303 441.583,204.112 442.006,203.923 442.429,203.736 \n",
       "  442.851,203.552 443.274,203.371 443.697,203.192 444.12,203.016 444.543,202.841 444.965,202.67 445.388,202.5 445.811,202.333 446.234,202.168 446.657,202.005 \n",
       "  447.08,201.845 447.502,201.687 447.925,201.531 448.348,201.377 448.771,201.225 449.194,201.075 449.617,200.928 450.039,200.782 450.462,200.639 450.885,200.497 \n",
       "  451.308,200.358 451.731,200.22 452.154,200.084 452.576,199.951 452.999,199.819 453.422,199.689 453.845,199.56 454.268,199.434 454.69,199.309 455.113,199.186 \n",
       "  455.536,199.065 455.959,198.946 456.382,198.828 456.805,198.712 457.227,198.598 457.65,198.485 458.073,198.374 458.496,198.265 458.919,198.157 459.342,198.05 \n",
       "  459.764,197.945 460.187,197.842 460.61,197.74 461.033,197.64 461.456,197.541 461.879,197.444 462.301,197.348 462.724,197.253 463.147,197.16 463.57,197.068 \n",
       "  463.993,196.978 464.415,196.888 464.838,196.801 465.261,196.714 465.684,196.629 466.107,196.545 466.53,196.462 466.952,196.381 467.375,196.3 467.798,196.221 \n",
       "  468.221,196.143 468.644,196.066 469.067,195.991 469.489,195.916 469.912,195.843 470.335,195.771 470.758,195.7 471.181,195.63 471.604,195.561 472.026,195.493 \n",
       "  472.449,195.426 472.872,195.36 473.295,195.295 473.718,195.231 474.14,195.168 474.563,195.106 474.986,195.045 475.409,194.985 475.832,194.926 476.255,194.868 \n",
       "  476.677,194.811 477.1,194.754 477.523,194.699 477.946,194.644 478.369,194.59 478.792,194.537 479.214,194.485 479.637,194.434 480.06,194.383 480.483,194.333 \n",
       "  480.906,194.285 481.329,194.236 481.751,194.189 482.174,194.142 482.597,194.096 483.02,194.051 483.443,194.007 483.865,193.963 484.288,193.92 484.711,193.877 \n",
       "  485.134,193.836 485.557,193.795 485.98,193.754 486.402,193.714 486.825,193.675 487.248,193.637 487.671,193.599 488.094,193.562 488.517,193.525 488.939,193.489 \n",
       "  489.362,193.454 489.785,193.419 490.208,193.385 490.631,193.351 491.054,193.318 491.476,193.285 491.899,193.253 492.322,193.221 492.745,193.19 493.168,193.16 \n",
       "  493.59,193.13 494.013,193.1 494.436,193.071 494.859,193.042 495.282,193.014 495.705,192.987 496.127,192.959 496.55,192.933 496.973,192.906 497.396,192.881 \n",
       "  497.819,192.855 498.242,192.83 498.664,192.806 499.087,192.781 499.51,192.758 499.933,192.734 500.356,192.711 500.779,192.689 501.201,192.667 501.624,192.645 \n",
       "  502.047,192.623 502.47,192.602 502.893,192.582 503.315,192.561 503.738,192.541 504.161,192.522 504.584,192.502 505.007,192.483 505.43,192.465 505.852,192.446 \n",
       "  506.275,192.428 506.698,192.411 507.121,192.393 507.544,192.376 507.967,192.359 508.389,192.343 508.812,192.327 509.235,192.311 509.658,192.295 510.081,192.28 \n",
       "  510.504,192.264 510.926,192.25 511.349,192.235 511.772,192.221 512.195,192.207 512.618,192.193 513.04,192.179 513.463,192.166 513.886,192.153 514.309,192.14 \n",
       "  514.732,192.127 515.155,192.115 515.577,192.103 516,192.091 516.423,192.079 516.846,192.067 517.269,192.056 517.692,192.045 518.114,192.034 518.537,192.023 \n",
       "  518.96,192.012 519.383,192.002 519.806,191.992 520.228,191.982 520.651,191.972 521.074,191.962 521.497,191.953 521.92,191.944 522.343,191.934 522.765,191.926 \n",
       "  523.188,191.917 523.611,191.908 524.034,191.9 524.457,191.891 524.88,191.883 525.302,191.875 525.725,191.867 526.148,191.86 526.571,191.852 526.994,191.844 \n",
       "  527.417,191.837 527.839,191.83 528.262,191.823 528.685,191.816 529.108,191.809 529.531,191.803 529.953,191.796 530.376,191.79 530.799,191.783 531.222,191.777 \n",
       "  531.645,191.771 532.068,191.765 532.49,191.759 532.913,191.754 533.336,191.748 533.759,191.743 534.182,191.737 534.605,191.732 535.027,191.727 535.45,191.722 \n",
       "  535.873,191.717 536.296,191.712 536.719,191.707 537.142,191.702 537.564,191.698 537.987,191.693 538.41,191.689 538.833,191.684 539.256,191.68 539.678,191.676 \n",
       "  540.101,191.672 540.524,191.668 540.947,191.664 541.37,191.66 541.793,191.656 542.215,191.652 542.638,191.649 543.061,191.645 543.484,191.641 543.907,191.638 \n",
       "  544.33,191.635 544.752,191.631 545.175,191.628 545.598,191.625 546.021,191.622 546.444,191.619 546.867,191.616 547.289,191.613 547.712,191.61 548.135,191.607 \n",
       "  548.558,191.604 548.981,191.601 549.403,191.599 549.826,191.596 550.249,191.594 550.672,191.591 551.095,191.589 551.518,191.586 551.94,191.584 552.363,191.581 \n",
       "  552.786,191.579 553.209,191.577 553.632,191.575 554.055,191.573 554.477,191.571 554.9,191.569 555.323,191.566 555.746,191.565 556.169,191.563 556.592,191.561 \n",
       "  557.014,191.559 557.437,191.557 557.86,191.555 558.283,191.554 558.706,191.552 559.128,191.55 559.551,191.548 559.974,191.547 560.397,191.545 560.82,191.544 \n",
       "  561.243,191.542 561.665,191.541 562.088,191.539 562.511,191.538 562.934,191.537 563.357,191.535 563.78,191.534 564.202,191.533 564.625,191.531 565.048,191.53 \n",
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       "  933.329,191.474 933.752,191.474 934.175,191.474 934.598,191.474 935.021,191.474 935.444,191.474 935.866,191.474 936.289,191.474 936.712,191.474 937.135,191.474 \n",
       "  937.558,191.474 937.98,191.474 938.403,191.474 938.826,191.474 939.249,191.474 939.672,191.474 940.095,191.474 940.517,191.474 940.94,191.474 941.363,191.474 \n",
       "  941.786,191.474 942.209,191.474 942.632,191.474 943.054,191.474 943.477,191.474 943.9,191.474 944.323,191.474 944.746,191.474 945.169,191.474 945.591,191.474 \n",
       "  946.014,191.474 946.437,191.474 946.86,191.474 947.283,191.474 947.705,191.474 948.128,191.474 948.551,191.474 948.974,191.474 949.397,191.474 949.82,191.474 \n",
       "  950.242,191.474 950.665,191.474 951.088,191.474 951.511,191.474 951.934,191.474 952.357,191.474 952.779,191.474 953.202,191.474 953.625,191.474 954.048,191.474 \n",
       "  954.471,191.474 954.894,191.474 955.316,191.474 955.739,191.474 956.162,191.474 956.585,191.474 957.008,191.474 957.43,191.474 957.853,191.474 958.276,191.474 \n",
       "  958.699,191.474 959.122,191.474 959.545,191.474 959.967,191.474 960.39,191.474 960.813,191.474 961.236,191.474 961.659,191.474 962.082,191.474 962.504,191.474 \n",
       "  962.927,191.474 963.35,191.474 963.773,191.474 964.196,191.474 964.619,191.474 965.041,191.474 965.464,191.474 965.887,191.474 966.31,191.474 966.733,191.474 \n",
       "  967.155,191.474 967.578,191.474 968.001,191.474 968.424,191.474 968.847,191.474 969.27,191.474 969.692,191.474 970.115,191.474 970.538,191.474 970.961,191.474 \n",
       "  971.384,191.474 971.807,191.474 972.229,191.474 972.652,191.474 973.075,191.474 973.498,191.474 973.921,191.474 974.344,191.474 974.766,191.474 975.189,191.474 \n",
       "  975.612,191.474 976.035,191.474 976.458,191.474 976.88,191.474 977.303,191.474 977.726,191.474 978.149,191.474 978.572,191.474 978.995,191.474 979.417,191.474 \n",
       "  979.84,191.474 980.263,191.474 980.686,191.474 981.109,191.474 981.532,191.474 981.954,191.474 982.377,191.474 982.8,191.474 983.223,191.474 983.646,191.474 \n",
       "  984.069,191.474 984.491,191.474 984.914,191.474 985.337,191.474 985.76,191.474 986.183,191.474 986.605,191.474 987.028,191.474 987.451,191.474 987.874,191.474 \n",
       "  988.297,191.474 988.72,191.474 989.142,191.474 989.565,191.474 989.988,191.474 990.411,191.474 990.834,191.474 991.257,191.474 991.679,191.474 992.102,191.474 \n",
       "  992.525,191.474 992.948,191.474 993.371,191.474 993.793,191.474 994.216,191.474 994.639,191.474 995.062,191.474 995.485,191.474 995.908,191.474 996.33,191.474 \n",
       "  996.753,191.474 997.176,191.474 997.599,191.474 998.022,191.474 998.445,191.474 998.867,191.474 999.29,191.474 999.713,191.474 1000.14,191.474 1000.56,191.474 \n",
       "  1000.98,191.474 1001.4,191.474 1001.83,191.474 1002.25,191.474 1002.67,191.474 1003.1,191.474 1003.52,191.474 1003.94,191.474 1004.36,191.474 1004.79,191.474 \n",
       "  1005.21,191.474 1005.63,191.474 1006.06,191.474 1006.48,191.474 1006.9,191.474 1007.32,191.474 1007.75,191.474 1008.17,191.474 1008.59,191.474 1009.02,191.474 \n",
       "  1009.44,191.474 1009.86,191.474 1010.28,191.474 1010.71,191.474 1011.13,191.474 1011.55,191.474 1011.98,191.474 1012.4,191.474 1012.82,191.474 1013.24,191.474 \n",
       "  1013.67,191.474 1014.09,191.474 1014.51,191.474 1014.93,191.474 1015.36,191.474 1015.78,191.474 1016.2,191.474 1016.63,191.474 1017.05,191.474 1017.47,191.474 \n",
       "  1017.89,191.474 1018.32,191.474 1018.74,191.474 1019.16,191.474 1019.59,191.474 1020.01,191.474 1020.43,191.474 1020.85,191.474 1021.28,191.474 1021.7,191.474 \n",
       "  1022.12,191.474 1022.55,191.474 1022.97,191.474 1023.39,191.474 1023.81,191.474 1024.24,191.474 1024.66,191.474 1025.08,191.474 1025.51,191.474 1025.93,191.474 \n",
       "  1026.35,191.474 1026.77,191.474 1027.2,191.474 1027.62,191.474 1028.04,191.474 1028.47,191.474 1028.89,191.474 1029.31,191.474 1029.73,191.474 1030.16,191.474 \n",
       "  1030.58,191.474 1031,191.474 1031.43,191.474 1031.85,191.474 1032.27,191.474 1032.69,191.474 1033.12,191.474 1033.54,191.474 1033.96,191.474 1034.38,191.474 \n",
       "  1034.81,191.474 1035.23,191.474 1035.65,191.474 1036.08,191.474 1036.5,191.474 1036.92,191.474 1037.34,191.474 1037.77,191.474 1038.19,191.474 1038.61,191.474 \n",
       "  1039.04,191.474 1039.46,191.474 1039.88,191.474 1040.3,191.474 1040.73,191.474 1041.15,191.474 1041.57,191.474 1042,191.474 1042.42,191.474 1042.84,191.474 \n",
       "  1043.26,191.474 1043.69,191.474 1044.11,191.474 1044.53,191.474 1044.96,191.474 1045.38,191.474 1045.8,191.474 1046.22,191.474 1046.65,191.474 1047.07,191.474 \n",
       "  1047.49,191.474 1047.92,191.474 1048.34,191.474 1048.76,191.474 1049.18,191.474 1049.61,191.474 1050.03,191.474 1050.45,191.474 1050.87,191.474 1051.3,191.474 \n",
       "  1051.72,191.474 1052.14,191.474 1052.57,191.474 1052.99,191.474 1053.41,191.474 1053.83,191.474 1054.26,191.474 1054.68,191.474 1055.1,191.474 1055.53,191.474 \n",
       "  1055.95,191.474 1056.37,191.474 1056.79,191.474 1057.22,191.474 1057.64,191.474 1058.06,191.474 1058.49,191.474 1058.91,191.474 1059.33,191.474 1059.75,191.474 \n",
       "  1060.18,191.474 1060.6,191.474 1061.02,191.474 1061.45,191.474 1061.87,191.474 1062.29,191.474 1062.71,191.474 1063.14,191.474 1063.56,191.474 1063.98,191.474 \n",
       "  1064.41,191.474 1064.83,191.474 1065.25,191.474 1065.67,191.474 1066.1,191.474 1066.52,191.474 1066.94,191.474 1067.37,191.474 1067.79,191.474 1068.21,191.474 \n",
       "  1068.63,191.474 1069.06,191.474 1069.48,191.474 1069.9,191.474 1070.32,191.474 1070.75,191.474 1071.17,191.474 1071.59,191.474 1072.02,191.474 1072.44,191.474 \n",
       "  1072.86,191.474 1073.28,191.474 1073.71,191.474 1074.13,191.474 1074.55,191.474 1074.98,191.474 1075.4,191.474 1075.82,191.474 1076.24,191.474 1076.67,191.474 \n",
       "  1077.09,191.474 1077.51,191.474 1077.94,191.474 1078.36,191.474 1078.78,191.474 1079.2,191.474 1079.63,191.474 1080.05,191.474 1080.47,191.474 1080.9,191.474 \n",
       "  1081.32,191.474 1081.74,191.474 1082.16,191.474 1082.59,191.474 1083.01,191.474 1083.43,191.474 1083.86,191.474 1084.28,191.474 1084.7,191.474 1085.12,191.474 \n",
       "  1085.55,191.474 1085.97,191.474 1086.39,191.474 1086.82,191.474 1087.24,191.474 1087.66,191.474 1088.08,191.474 1088.51,191.474 1088.93,191.474 1089.35,191.474 \n",
       "  1089.77,191.474 1090.2,191.474 1090.62,191.474 1091.04,191.474 1091.47,191.474 1091.89,191.474 1092.31,191.474 1092.73,191.474 1093.16,191.474 1093.58,191.474 \n",
       "  1094,191.474 1094.43,191.474 1094.85,191.474 1095.27,191.474 1095.69,191.474 1096.12,191.474 1096.54,191.474 1096.96,191.474 1097.39,191.474 1097.81,191.474 \n",
       "  1098.23,191.474 1098.65,191.474 1099.08,191.474 1099.5,191.474 1099.92,191.474 1100.35,191.474 1100.77,191.474 1101.19,191.474 1101.61,191.474 1102.04,191.474 \n",
       "  1102.46,191.474 1102.88,191.474 1103.31,191.474 1103.73,191.474 1104.15,191.474 1104.57,191.474 1105,191.474 1105.42,191.474 1105.84,191.474 1106.27,191.474 \n",
       "  1106.69,191.474 1107.11,191.474 1107.53,191.474 1107.96,191.474 1108.38,191.474 1108.8,191.474 1109.22,191.474 1109.65,191.474 1110.07,191.474 1110.49,191.474 \n",
       "  1110.92,191.474 1111.34,191.474 1111.76,191.474 1112.18,191.474 1112.61,191.474 1113.03,191.474 1113.45,191.474 1113.88,191.474 1114.3,191.474 1114.72,191.474 \n",
       "  1115.14,191.474 1115.57,191.474 1115.99,191.474 1116.41,191.474 1116.84,191.474 1117.26,191.474 1117.68,191.474 1118.1,191.474 1118.53,191.474 1118.95,191.474 \n",
       "  1119.37,191.474 1119.8,191.474 1120.22,191.474 1120.64,191.474 1121.06,191.474 1121.49,191.474 1121.91,191.474 1122.33,191.474 1122.76,191.474 1123.18,191.474 \n",
       "  1123.6,191.474 1124.02,191.474 1124.45,191.474 1124.87,191.474 1125.29,191.474 1125.72,191.474 1126.14,191.474 1126.56,191.474 1126.98,191.474 1127.41,191.474 \n",
       "  1127.83,191.474 1128.25,191.474 1128.67,191.474 1129.1,191.474 1129.52,191.474 1129.94,191.474 1130.37,191.474 1130.79,191.474 1131.21,191.474 1131.63,191.474 \n",
       "  1132.06,191.474 1132.48,191.474 1132.9,191.474 1133.33,191.474 1133.75,191.474 1134.17,191.474 1134.59,191.474 1135.02,191.474 1135.44,191.474 1135.86,191.474 \n",
       "  1136.29,191.474 1136.71,191.474 1137.13,191.474 1137.55,191.474 1137.98,191.474 1138.4,191.474 1138.82,191.474 1139.25,191.474 1139.67,191.474 1140.09,191.474 \n",
       "  1140.51,191.474 1140.94,191.474 1141.36,191.474 1141.78,191.474 1142.21,191.474 1142.63,191.474 1143.05,191.474 1143.47,191.474 1143.9,191.474 1144.32,191.474 \n",
       "  1144.74,191.474 1145.17,191.474 1145.59,191.474 1146.01,191.474 1146.43,191.474 1146.86,191.474 1147.28,191.474 1147.7,191.474 1148.12,191.474 1148.55,191.474 \n",
       "  1148.97,191.474 1149.39,191.474 1149.82,191.474 1150.24,191.474 1150.66,191.474 1151.08,191.474 1151.51,191.474 1151.93,191.474 1152.35,191.474 1152.78,191.474 \n",
       "  1153.2,191.474 1153.62,191.474 1154.04,191.474 1154.47,191.474 1154.89,191.474 1155.31,191.474 1155.74,191.474 1156.16,191.474 1156.58,191.474 1157,191.474 \n",
       "  1157.43,191.474 1157.85,191.474 1158.27,191.474 1158.7,191.474 1159.12,191.474 1159.54,191.474 1159.96,191.474 1160.39,191.474 1160.81,191.474 1161.23,191.474 \n",
       "  1161.66,191.474 1162.08,191.474 1162.5,191.474 1162.92,191.474 1163.35,191.474 1163.77,191.474 1164.19,191.474 1164.62,191.474 1165.04,191.474 1165.46,191.474 \n",
       "  1165.88,191.474 1166.31,191.474 1166.73,191.474 1167.15,191.474 1167.57,191.474 1168,191.474 1168.42,191.474 1168.84,191.474 1169.27,191.474 1169.69,191.474 \n",
       "  1170.11,191.474 1170.53,191.474 1170.96,191.474 1171.38,191.474 1171.8,191.474 1172.23,191.474 1172.65,191.474 1173.07,191.474 1173.49,191.474 1173.92,191.474 \n",
       "  1174.34,191.474 1174.76,191.474 1175.19,191.474 1175.61,191.474 1176.03,191.474 1176.45,191.474 1176.88,191.474 1177.3,191.474 1177.72,191.474 1178.15,191.474 \n",
       "  1178.57,191.474 1178.99,191.474 1179.41,191.474 1179.84,191.474 1180.26,191.474 1180.68,191.474 1181.11,191.474 1181.53,191.474 1181.95,191.474 1182.37,191.474 \n",
       "  1182.8,191.474 1183.22,191.474 1183.64,191.474 1184.07,191.474 1184.49,191.474 1184.91,191.474 1185.33,191.474 1185.76,191.474 1186.18,191.474 1186.6,191.474 \n",
       "  1187.02,191.474 1187.45,191.474 1187.87,191.474 1188.29,191.474 1188.72,191.474 1189.14,191.474 1189.56,191.474 1189.98,191.474 1190.41,191.474 1190.83,191.474 \n",
       "  1191.25,191.474 1191.68,191.474 1192.1,191.474 1192.52,191.474 1192.94,191.474 1193.37,191.474 1193.79,191.474 1194.21,191.474 1194.64,191.474 1195.06,191.474 \n",
       "  1195.48,191.474 1195.9,191.474 1196.33,191.474 1196.75,191.474 1197.17,191.474 1197.6,191.474 1198.02,191.474 1198.44,191.474 1198.86,191.474 1199.29,191.474 \n",
       "  1199.71,191.474 1200.13,191.474 1200.56,191.474 1200.98,191.474 1201.4,191.474 1201.82,191.474 1202.25,191.474 1202.67,191.474 1203.09,191.474 1203.52,191.474 \n",
       "  1203.94,191.474 1204.36,191.474 1204.78,191.474 1205.21,191.474 1205.63,191.474 1206.05,191.474 1206.47,191.474 1206.9,191.474 1207.32,191.474 1207.74,191.474 \n",
       "  1208.17,191.474 1208.59,191.474 1209.01,191.474 1209.43,191.474 1209.86,191.474 1210.28,191.474 1210.7,191.474 1211.13,191.474 1211.55,191.474 1211.97,191.474 \n",
       "  1212.39,191.474 1212.82,191.474 1213.24,191.474 1213.66,191.474 1214.09,191.474 1214.51,191.474 1214.93,191.474 1215.35,191.474 1215.78,191.474 1216.2,191.474 \n",
       "  1216.62,191.474 1217.05,191.474 1217.47,191.474 1217.89,191.474 1218.31,191.474 1218.74,191.474 1219.16,191.474 1219.58,191.474 1220.01,191.474 1220.43,191.474 \n",
       "  1220.85,191.474 1221.27,191.474 1221.7,191.474 1222.12,191.474 1222.54,191.474 1222.97,191.474 1223.39,191.474 1223.81,191.474 1224.23,191.474 1224.66,191.474 \n",
       "  1225.08,191.474 1225.5,191.474 1225.92,191.474 1226.35,191.474 1226.77,191.474 1227.19,191.474 1227.62,191.474 1228.04,191.474 1228.46,191.474 1228.88,191.474 \n",
       "  1229.31,191.474 1229.73,191.474 1230.15,191.474 1230.58,191.474 1231,191.474 1231.42,191.474 1231.84,191.474 1232.27,191.474 1232.69,191.474 1233.11,191.474 \n",
       "  1233.54,191.474 1233.96,191.474 1234.38,191.474 1234.8,191.474 1235.23,191.474 1235.65,191.474 1236.07,191.474 1236.5,191.474 1236.92,191.474 1237.34,191.474 \n",
       "  1237.76,191.474 1238.19,191.474 1238.61,191.474 1239.03,191.474 1239.46,191.474 1239.88,191.474 1240.3,191.474 1240.72,191.474 1241.15,191.474 1241.57,191.474 \n",
       "  1241.99,191.474 1242.42,191.474 1242.84,191.474 1243.26,191.474 1243.68,191.474 1244.11,191.474 1244.53,191.474 1244.95,191.474 1245.37,191.474 1245.8,191.474 \n",
       "  1246.22,191.474 1246.64,191.474 1247.07,191.474 1247.49,191.474 1247.91,191.474 1248.33,191.474 1248.76,191.474 1249.18,191.474 1249.6,191.474 1250.03,191.474 \n",
       "  1250.45,191.474 1250.87,191.474 1251.29,191.474 1251.72,191.474 1252.14,191.474 1252.56,191.474 1252.99,191.474 1253.41,191.474 1253.83,191.474 1254.25,191.474 \n",
       "  1254.68,191.474 1255.1,191.474 1255.52,191.474 1255.95,191.474 1256.37,191.474 1256.79,191.474 1257.21,191.474 1257.64,191.474 1258.06,191.474 1258.48,191.474 \n",
       "  1258.91,191.474 1259.33,191.474 1259.75,191.474 1260.17,191.474 1260.6,191.474 1261.02,191.474 1261.44,191.474 1261.87,191.474 1262.29,191.474 1262.71,191.474 \n",
       "  1263.13,191.474 1263.56,191.474 1263.98,191.474 1264.4,191.474 1264.82,191.474 1265.25,191.474 1265.67,191.474 1266.09,191.474 1266.52,191.474 1266.94,191.474 \n",
       "  1267.36,191.474 1267.78,191.474 1268.21,191.474 1268.63,191.474 1269.05,191.474 1269.48,191.474 1269.9,191.474 1270.32,191.474 1270.74,191.474 1271.17,191.474 \n",
       "  1271.59,191.474 1272.01,191.474 1272.44,191.474 1272.86,191.474 1273.28,191.474 1273.7,191.474 1274.13,191.474 1274.55,191.474 1274.97,191.474 1275.4,191.474 \n",
       "  1275.82,191.474 1276.24,191.474 1276.66,191.474 1277.09,191.474 1277.51,191.474 1277.93,191.474 1278.36,191.474 1278.78,191.474 1279.2,191.474 1279.62,191.474 \n",
       "  1280.05,191.474 1280.47,191.474 1280.89,191.474 1281.32,191.474 1281.74,191.474 1282.16,191.474 1282.58,191.474 1283.01,191.474 1283.43,191.474 1283.85,191.474 \n",
       "  1284.27,191.474 1284.7,191.474 1285.12,191.474 1285.54,191.474 1285.97,191.474 1286.39,191.474 1286.81,191.474 1287.23,191.474 1287.66,191.474 1288.08,191.474 \n",
       "  1288.5,191.474 1288.93,191.474 1289.35,191.474 1289.77,191.474 1290.19,191.474 1290.62,191.474 1291.04,191.474 1291.46,191.474 1291.89,191.474 1292.31,191.474 \n",
       "  1292.73,191.474 1293.15,191.474 1293.58,191.474 1294,191.474 1294.42,191.474 1294.85,191.474 1295.27,191.474 1295.69,191.474 1296.11,191.474 1296.54,191.474 \n",
       "  1296.96,191.474 1297.38,191.474 1297.81,191.474 1298.23,191.474 1298.65,191.474 1299.07,191.474 1299.5,191.474 1299.92,191.474 1300.34,191.474 1300.77,191.474 \n",
       "  1301.19,191.474 1301.61,191.474 1302.03,191.474 1302.46,191.474 1302.88,191.474 1303.3,191.474 1303.72,191.474 1304.15,191.474 1304.57,191.474 1304.99,191.474 \n",
       "  1305.42,191.474 1305.84,191.474 1306.26,191.474 1306.68,191.474 1307.11,191.474 1307.53,191.474 1307.95,191.474 1308.38,191.474 1308.8,191.474 1309.22,191.474 \n",
       "  1309.64,191.474 1310.07,191.474 1310.49,191.474 1310.91,191.474 1311.34,191.474 1311.76,191.474 1312.18,191.474 1312.6,191.474 1313.03,191.474 1313.45,191.474 \n",
       "  1313.87,191.474 1314.3,191.474 1314.72,191.474 1315.14,191.474 1315.56,191.474 1315.99,191.474 1316.41,191.474 1316.83,191.474 1317.26,191.474 1317.68,191.474 \n",
       "  1318.1,191.474 1318.52,191.474 1318.95,191.474 1319.37,191.474 1319.79,191.474 1320.22,191.474 1320.64,191.474 1321.06,191.474 1321.48,191.474 1321.91,191.474 \n",
       "  1322.33,191.474 1322.75,191.474 1323.17,191.474 1323.6,191.474 1324.02,191.474 1324.44,191.474 1324.87,191.474 1325.29,191.474 1325.71,191.474 1326.13,191.474 \n",
       "  1326.56,191.474 1326.98,191.474 1327.4,191.474 1327.83,191.474 1328.25,191.474 1328.67,191.474 1329.09,191.474 1329.52,191.474 1329.94,191.474 1330.36,191.474 \n",
       "  1330.79,191.474 1331.21,191.474 1331.63,191.474 1332.05,191.474 1332.48,191.474 1332.9,191.474 1333.32,191.474 1333.75,191.474 1334.17,191.474 1334.59,191.474 \n",
       "  1335.01,191.474 1335.44,191.474 1335.86,191.474 1336.28,191.474 1336.71,191.474 1337.13,191.474 1337.55,191.474 1337.97,191.474 1338.4,191.474 1338.82,191.474 \n",
       "  1339.24,191.474 1339.67,191.474 1340.09,191.474 1340.51,191.474 1340.93,191.474 1341.36,191.474 1341.78,191.474 1342.2,191.474 1342.62,191.474 1343.05,191.474 \n",
       "  1343.47,191.474 1343.89,191.474 1344.32,191.474 1344.74,191.474 1345.16,191.474 1345.58,191.474 1346.01,191.474 1346.43,191.474 1346.85,191.474 1347.28,191.474 \n",
       "  1347.7,191.474 1348.12,191.474 1348.54,191.474 1348.97,191.474 1349.39,191.474 1349.81,191.474 1350.24,191.474 1350.66,191.474 1351.08,191.474 1351.5,191.474 \n",
       "  1351.93,191.474 1352.35,191.474 1352.77,191.474 1353.2,191.474 1353.62,191.474 1354.04,191.474 1354.46,191.474 1354.89,191.474 1355.31,191.474 1355.73,191.474 \n",
       "  1356.16,191.474 1356.58,191.474 1357,191.474 1357.42,191.474 1357.85,191.474 1358.27,191.474 1358.69,191.474 1359.12,191.474 1359.54,191.474 1359.96,191.474 \n",
       "  1360.38,191.474 1360.81,191.474 1361.23,191.474 1361.65,191.474 1362.07,191.474 1362.5,191.474 1362.92,191.474 1363.34,191.474 1363.77,191.474 1364.19,191.474 \n",
       "  1364.61,191.474 1365.03,191.474 1365.46,191.474 1365.88,191.474 1366.3,191.474 1366.73,191.474 1367.15,191.474 1367.57,191.474 1367.99,191.474 1368.42,191.474 \n",
       "  1368.84,191.474 1369.26,191.474 1369.69,191.474 1370.11,191.474 1370.53,191.474 1370.95,191.474 1371.38,191.474 1371.8,191.474 1372.22,191.474 1372.65,191.474 \n",
       "  1373.07,191.474 1373.49,191.474 1373.91,191.474 1374.34,191.474 1374.76,191.474 1375.18,191.474 1375.61,191.474 1376.03,191.474 1376.45,191.474 1376.87,191.474 \n",
       "  1377.3,191.474 1377.72,191.474 1378.14,191.474 1378.57,191.474 1378.99,191.474 1379.41,191.474 1379.83,191.474 1380.26,191.474 1380.68,191.474 1381.1,191.474 \n",
       "  1381.52,191.474 1381.95,191.474 1382.37,191.474 1382.79,191.474 1383.22,191.474 1383.64,191.474 1384.06,191.474 1384.48,191.474 1384.91,191.474 1385.33,191.474 \n",
       "  1385.75,191.474 1386.18,191.474 1386.6,191.474 1387.02,191.474 1387.44,191.474 1387.87,191.474 1388.29,191.474 1388.71,191.474 1389.14,191.474 1389.56,191.474 \n",
       "  1389.98,191.474 1390.4,191.474 1390.83,191.474 1391.25,191.474 1391.67,191.474 1392.1,191.474 1392.52,191.474 1392.94,191.474 1393.36,191.474 1393.79,191.474 \n",
       "  1394.21,191.474 1394.63,191.474 1395.06,191.474 1395.48,191.474 1395.9,191.474 1396.32,191.474 1396.75,191.474 1397.17,191.474 1397.59,191.474 1398.02,191.474 \n",
       "  1398.44,191.474 1398.86,191.474 1399.28,191.474 1399.71,191.474 1400.13,191.474 1400.55,191.474 1400.97,191.474 1401.4,191.474 1401.82,191.474 1402.24,191.474 \n",
       "  1402.67,191.474 1403.09,191.474 1403.51,191.474 1403.93,191.474 1404.36,191.474 1404.78,191.474 1405.2,191.474 1405.63,191.474 1406.05,191.474 1406.47,191.474 \n",
       "  1406.89,191.474 1407.32,191.474 1407.74,191.474 1408.16,191.474 1408.59,191.474 1409.01,191.474 1409.43,191.474 1409.85,191.474 1410.28,191.474 1410.7,191.474 \n",
       "  1411.12,191.474 1411.55,191.474 1411.97,191.474 1412.39,191.474 1412.81,191.474 1413.24,191.474 1413.66,191.474 1414.08,191.474 1414.51,191.474 1414.93,191.474 \n",
       "  1415.35,191.474 1415.77,191.474 1416.2,191.474 1416.62,191.474 1417.04,191.474 1417.47,191.474 1417.89,191.474 1418.31,191.474 1418.73,191.474 1419.16,191.474 \n",
       "  1419.58,191.474 1420,191.474 1420.42,191.474 1420.85,191.474 1421.27,191.474 1421.69,191.474 1422.12,191.474 1422.54,191.474 1422.96,191.474 1423.38,191.474 \n",
       "  1423.81,191.474 1424.23,191.474 1424.65,191.474 1425.08,191.474 1425.5,191.474 1425.92,191.474 1426.34,191.474 1426.77,191.474 1427.19,191.474 1427.61,191.474 \n",
       "  1428.04,191.474 1428.46,191.474 1428.88,191.474 1429.3,191.474 1429.73,191.474 1430.15,191.474 1430.57,191.474 1431,191.474 1431.42,191.474 1431.84,191.474 \n",
       "  1432.26,191.474 1432.69,191.474 1433.11,191.474 1433.53,191.474 1433.96,191.474 1434.38,191.474 1434.8,191.474 1435.22,191.474 1435.65,191.474 1436.07,191.474 \n",
       "  1436.49,191.474 1436.92,191.474 1437.34,191.474 1437.76,191.474 1438.18,191.474 1438.61,191.474 1439.03,191.474 1439.45,191.474 1439.87,191.474 1440.3,191.474 \n",
       "  1440.72,191.474 1441.14,191.474 1441.57,191.474 1441.99,191.474 1442.41,191.474 1442.83,191.474 1443.26,191.474 1443.68,191.474 1444.1,191.474 1444.53,191.474 \n",
       "  1444.95,191.474 1445.37,191.474 1445.79,191.474 1446.22,191.474 1446.64,191.474 1447.06,191.474 1447.49,191.474 1447.91,191.474 1448.33,191.474 1448.75,191.474 \n",
       "  1449.18,191.474 1449.6,191.474 1450.02,191.474 1450.45,191.474 1450.87,191.474 1451.29,191.474 1451.71,191.474 1452.14,191.474 1452.56,191.474 1452.98,191.474 \n",
       "  1453.41,191.474 1453.83,191.474 1454.25,191.474 1454.67,191.474 1455.1,191.474 1455.52,191.474 1455.94,191.474 1456.37,191.474 1456.79,191.474 1457.21,191.474 \n",
       "  1457.63,191.474 1458.06,191.474 1458.48,191.474 1458.9,191.474 1459.32,191.474 1459.75,191.474 1460.17,191.474 1460.59,191.474 1461.02,191.474 1461.44,191.474 \n",
       "  1461.86,191.474 1462.28,191.474 1462.71,191.474 1463.13,191.474 1463.55,191.474 1463.98,191.474 1464.4,191.474 1464.82,191.474 1465.24,191.474 1465.67,191.474 \n",
       "  1466.09,191.474 1466.51,191.474 1466.94,191.474 1467.36,191.474 1467.78,191.474 1468.2,191.474 1468.63,191.474 1469.05,191.474 1469.47,191.474 1469.9,191.474 \n",
       "  1470.32,191.474 1470.74,191.474 1471.16,191.474 1471.59,191.474 1472.01,191.474 1472.43,191.474 1472.86,191.474 1473.28,191.474 1473.7,191.474 1474.12,191.474 \n",
       "  1474.55,191.474 1474.97,191.474 1475.39,191.474 1475.82,191.474 1476.24,191.474 1476.66,191.474 1477.08,191.474 1477.51,191.474 1477.93,191.474 1478.35,191.474 \n",
       "  1478.77,191.474 1479.2,191.474 1479.62,191.474 1480.04,191.474 1480.47,191.474 1480.89,191.474 1481.31,191.474 1481.73,191.474 1482.16,191.474 1482.58,191.474 \n",
       "  1483,191.474 1483.43,191.474 1483.85,191.474 1484.27,191.474 1484.69,191.474 1485.12,191.474 1485.54,191.474 1485.96,191.474 1486.39,191.474 1486.81,191.474 \n",
       "  1487.23,191.474 1487.65,191.474 1488.08,191.474 1488.5,191.474 1488.92,191.474 1489.35,191.474 1489.77,191.474 1490.19,191.474 1490.61,191.474 1491.04,191.474 \n",
       "  1491.46,191.474 1491.88,191.474 1492.31,191.474 1492.73,191.474 1493.15,191.474 1493.57,191.474 1494,191.474 1494.42,191.474 1494.84,191.474 1495.27,191.474 \n",
       "  1495.69,191.474 1496.11,191.474 1496.53,191.474 1496.96,191.474 1497.38,191.474 1497.8,191.474 1498.22,191.474 1498.65,191.474 1499.07,191.474 1499.49,191.474 \n",
       "  1499.92,191.474 1500.34,191.474 1500.76,191.474 1501.18,191.474 1501.61,191.474 1502.03,191.474 1502.45,191.474 1502.88,191.474 1503.3,191.474 1503.72,191.474 \n",
       "  1504.14,191.474 1504.57,191.474 1504.99,191.474 1505.41,191.474 1505.84,191.474 1506.26,191.474 1506.68,191.474 1507.1,191.474 1507.53,191.474 1507.95,191.474 \n",
       "  1508.37,191.474 1508.8,191.474 1509.22,191.474 1509.64,191.474 1510.06,191.474 1510.49,191.474 1510.91,191.474 1511.33,191.474 1511.76,191.474 1512.18,191.474 \n",
       "  1512.6,191.474 1513.02,191.474 1513.45,191.474 1513.87,191.474 1514.29,191.474 1514.71,191.474 1515.14,191.474 1515.56,191.474 1515.98,191.474 1516.41,191.474 \n",
       "  1516.83,191.474 1517.25,191.474 1517.67,191.474 1518.1,191.474 1518.52,191.474 1518.94,191.474 1519.37,191.474 1519.79,191.474 1520.21,191.474 1520.63,191.474 \n",
       "  1521.06,191.474 1521.48,191.474 1521.9,191.474 1522.33,191.474 1522.75,191.474 1523.17,191.474 1523.59,191.474 1524.02,191.474 1524.44,191.474 1524.86,191.474 \n",
       "  1525.29,191.474 1525.71,191.474 1526.13,191.474 1526.55,191.474 1526.98,191.474 1527.4,191.474 1527.82,191.474 1528.25,191.474 1528.67,191.474 1529.09,191.474 \n",
       "  1529.51,191.474 1529.94,191.474 1530.36,191.474 1530.78,191.474 1531.21,191.474 1531.63,191.474 1532.05,191.474 1532.47,191.474 1532.9,191.474 1533.32,191.474 \n",
       "  1533.74,191.474 1534.16,191.474 1534.59,191.474 1535.01,191.474 1535.43,191.474 1535.86,191.474 1536.28,191.474 1536.7,191.474 1537.12,191.474 1537.55,191.474 \n",
       "  1537.97,191.474 1538.39,191.474 1538.82,191.474 1539.24,191.474 1539.66,191.474 1540.08,191.474 1540.51,191.474 1540.93,191.474 1541.35,191.474 1541.78,191.474 \n",
       "  1542.2,191.474 1542.62,191.474 1543.04,191.474 1543.47,191.474 1543.89,191.474 1544.31,191.474 1544.74,191.474 1545.16,191.474 1545.58,191.474 1546,191.474 \n",
       "  1546.43,191.474 1546.85,191.474 1547.27,191.474 1547.7,191.474 1548.12,191.474 1548.54,191.474 1548.96,191.474 1549.39,191.474 1549.81,191.474 1550.23,191.474 \n",
       "  1550.66,191.474 1551.08,191.474 1551.5,191.474 1551.92,191.474 1552.35,191.474 1552.77,191.474 1553.19,191.474 1553.61,191.474 1554.04,191.474 1554.46,191.474 \n",
       "  1554.88,191.474 1555.31,191.474 1555.73,191.474 1556.15,191.474 1556.57,191.474 1557,191.474 1557.42,191.474 1557.84,191.474 1558.27,191.474 1558.69,191.474 \n",
       "  1559.11,191.474 1559.53,191.474 1559.96,191.474 1560.38,191.474 1560.8,191.474 1561.23,191.474 1561.65,191.474 1562.07,191.474 1562.49,191.474 1562.92,191.474 \n",
       "  1563.34,191.474 1563.76,191.474 1564.19,191.474 1564.61,191.474 1565.03,191.474 1565.45,191.474 1565.88,191.474 1566.3,191.474 1566.72,191.474 1567.15,191.474 \n",
       "  1567.57,191.474 1567.99,191.474 1568.41,191.474 1568.84,191.474 1569.26,191.474 1569.68,191.474 1570.11,191.474 1570.53,191.474 1570.95,191.474 1571.37,191.474 \n",
       "  1571.8,191.474 1572.22,191.474 1572.64,191.474 1573.06,191.474 1573.49,191.474 1573.91,191.474 1574.33,191.474 1574.76,191.474 1575.18,191.474 1575.6,191.474 \n",
       "  1576.02,191.474 1576.45,191.474 1576.87,191.474 1577.29,191.474 1577.72,191.474 1578.14,191.474 1578.56,191.474 1578.98,191.474 1579.41,191.474 1579.83,191.474 \n",
       "  1580.25,191.474 1580.68,191.474 1581.1,191.474 1581.52,191.474 1581.94,191.474 1582.37,191.474 1582.79,191.474 1583.21,191.474 1583.64,191.474 1584.06,191.474 \n",
       "  1584.48,191.474 1584.9,191.474 1585.33,191.474 1585.75,191.474 1586.17,191.474 1586.6,191.474 1587.02,191.474 1587.44,191.474 1587.86,191.474 1588.29,191.474 \n",
       "  1588.71,191.474 1589.13,191.474 1589.56,191.474 1589.98,191.474 1590.4,191.474 1590.82,191.474 1591.25,191.474 1591.67,191.474 1592.09,191.474 1592.51,191.474 \n",
       "  1592.94,191.474 1593.36,191.474 1593.78,191.474 1594.21,191.474 1594.63,191.474 1595.05,191.474 1595.47,191.474 1595.9,191.474 1596.32,191.474 1596.74,191.474 \n",
       "  1597.17,191.474 1597.59,191.474 1598.01,191.474 1598.43,191.474 1598.86,191.474 1599.28,191.474 1599.7,191.474 1600.13,191.474 1600.55,191.474 1600.97,191.474 \n",
       "  1601.39,191.474 1601.82,191.474 1602.24,191.474 1602.66,191.474 1603.09,191.474 1603.51,191.474 1603.93,191.474 1604.35,191.474 1604.78,191.474 1605.2,191.474 \n",
       "  1605.62,191.474 1606.05,191.474 1606.47,191.474 1606.89,191.474 1607.31,191.474 1607.74,191.474 1608.16,191.474 1608.58,191.474 1609.01,191.474 1609.43,191.474 \n",
       "  1609.85,191.474 1610.27,191.474 1610.7,191.474 1611.12,191.474 1611.54,191.474 1611.96,191.474 1612.39,191.474 1612.81,191.474 1613.23,191.474 1613.66,191.474 \n",
       "  1614.08,191.474 1614.5,191.474 1614.92,191.474 1615.35,191.474 1615.77,191.474 1616.19,191.474 1616.62,191.474 1617.04,191.474 1617.46,191.474 1617.88,191.474 \n",
       "  1618.31,191.474 1618.73,191.474 1619.15,191.474 1619.58,191.474 1620,191.474 1620.42,191.474 1620.84,191.474 1621.27,191.474 1621.69,191.474 1622.11,191.474 \n",
       "  1622.54,191.474 1622.96,191.474 1623.38,191.474 1623.8,191.474 1624.23,191.474 1624.65,191.474 1625.07,191.474 1625.5,191.474 1625.92,191.474 1626.34,191.474 \n",
       "  1626.76,191.474 1627.19,191.474 1627.61,191.474 1628.03,191.474 1628.46,191.474 1628.88,191.474 1629.3,191.474 1629.72,191.474 1630.15,191.474 1630.57,191.474 \n",
       "  1630.99,191.474 1631.41,191.474 1631.84,191.474 1632.26,191.474 1632.68,191.474 1633.11,191.474 1633.53,191.474 1633.95,191.474 1634.37,191.474 1634.8,191.474 \n",
       "  1635.22,191.474 1635.64,191.474 1636.07,191.474 1636.49,191.474 1636.91,191.474 1637.33,191.474 1637.76,191.474 1638.18,191.474 1638.6,191.474 1639.03,191.474 \n",
       "  1639.45,191.474 1639.87,191.474 1640.29,191.474 1640.72,191.474 1641.14,191.474 1641.56,191.474 1641.99,191.474 1642.41,191.474 1642.83,191.474 1643.25,191.474 \n",
       "  1643.68,191.474 1644.1,191.474 1644.52,191.474 1644.95,191.474 1645.37,191.474 1645.79,191.474 1646.21,191.474 1646.64,191.474 1647.06,191.474 1647.48,191.474 \n",
       "  1647.91,191.474 1648.33,191.474 1648.75,191.474 1649.17,191.474 1649.6,191.474 1650.02,191.474 1650.44,191.474 1650.86,191.474 1651.29,191.474 1651.71,191.474 \n",
       "  1652.13,191.474 1652.56,191.474 1652.98,191.474 1653.4,191.474 1653.82,191.474 1654.25,191.474 1654.67,191.474 1655.09,191.474 1655.52,191.474 1655.94,191.474 \n",
       "  1656.36,191.474 1656.78,191.474 1657.21,191.474 1657.63,191.474 1658.05,191.474 1658.48,191.474 1658.9,191.474 1659.32,191.474 1659.74,191.474 1660.17,191.474 \n",
       "  1660.59,191.474 1661.01,191.474 1661.44,191.474 1661.86,191.474 1662.28,191.474 1662.7,191.474 1663.13,191.474 1663.55,191.474 1663.97,191.474 1664.4,191.474 \n",
       "  1664.82,191.474 1665.24,191.474 1665.66,191.474 1666.09,191.474 1666.51,191.474 1666.93,191.474 1667.36,191.474 1667.78,191.474 1668.2,191.474 1668.62,191.474 \n",
       "  1669.05,191.474 1669.47,191.474 1669.89,191.474 1670.31,191.474 1670.74,191.474 1671.16,191.474 1671.58,191.474 1672.01,191.474 1672.43,191.474 1672.85,191.474 \n",
       "  1673.27,191.474 1673.7,191.474 1674.12,191.474 1674.54,191.474 1674.97,191.474 1675.39,191.474 1675.81,191.474 1676.23,191.474 1676.66,191.474 1677.08,191.474 \n",
       "  1677.5,191.474 1677.93,191.474 1678.35,191.474 1678.77,191.474 1679.19,191.474 1679.62,191.474 1680.04,191.474 1680.46,191.474 1680.89,191.474 1681.31,191.474 \n",
       "  1681.73,191.474 1682.15,191.474 1682.58,191.474 1683,191.474 1683.42,191.474 1683.85,191.474 1684.27,191.474 1684.69,191.474 1685.11,191.474 1685.54,191.474 \n",
       "  1685.96,191.474 1686.38,191.474 1686.81,191.474 1687.23,191.474 1687.65,191.474 1688.07,191.474 1688.5,191.474 1688.92,191.474 1689.34,191.474 1689.76,191.474 \n",
       "  1690.19,191.474 1690.61,191.474 1691.03,191.474 1691.46,191.474 1691.88,191.474 1692.3,191.474 1692.72,191.474 1693.15,191.474 1693.57,191.474 1693.99,191.474 \n",
       "  1694.42,191.474 1694.84,191.474 1695.26,191.474 1695.68,191.474 1696.11,191.474 1696.53,191.474 1696.95,191.474 1697.38,191.474 1697.8,191.474 1698.22,191.474 \n",
       "  1698.64,191.474 1699.07,191.474 1699.49,191.474 1699.91,191.474 1700.34,191.474 1700.76,191.474 1701.18,191.474 1701.6,191.474 1702.03,191.474 1702.45,191.474 \n",
       "  1702.87,191.474 1703.3,191.474 1703.72,191.474 1704.14,191.474 1704.56,191.474 1704.99,191.474 1705.41,191.474 1705.83,191.474 1706.26,191.474 1706.68,191.474 \n",
       "  1707.1,191.474 1707.52,191.474 1707.95,191.474 1708.37,191.474 1708.79,191.474 1709.21,191.474 1709.64,191.474 1710.06,191.474 1710.48,191.474 1710.91,191.474 \n",
       "  1711.33,191.474 1711.75,191.474 1712.17,191.474 1712.6,191.474 1713.02,191.474 1713.44,191.474 1713.87,191.474 1714.29,191.474 1714.71,191.474 1715.13,191.474 \n",
       "  1715.56,191.474 1715.98,191.474 1716.4,191.474 1716.83,191.474 1717.25,191.474 1717.67,191.474 1718.09,191.474 1718.52,191.474 1718.94,191.474 1719.36,191.474 \n",
       "  1719.79,191.474 1720.21,191.474 1720.63,191.474 1721.05,191.474 1721.48,191.474 1721.9,191.474 1722.32,191.474 1722.75,191.474 1723.17,191.474 1723.59,191.474 \n",
       "  1724.01,191.474 1724.44,191.474 1724.86,191.474 1725.28,191.474 1725.71,191.474 1726.13,191.474 1726.55,191.474 1726.97,191.474 1727.4,191.474 1727.82,191.474 \n",
       "  1728.24,191.474 1728.66,191.474 1729.09,191.474 1729.51,191.474 1729.93,191.474 1730.36,191.474 1730.78,191.474 1731.2,191.474 1731.62,191.474 1732.05,191.474 \n",
       "  1732.47,191.474 1732.89,191.474 1733.32,191.474 1733.74,191.474 1734.16,191.474 1734.58,191.474 1735.01,191.474 1735.43,191.474 1735.85,191.474 1736.28,191.474 \n",
       "  1736.7,191.474 1737.12,191.474 1737.54,191.474 1737.97,191.474 1738.39,191.474 1738.81,191.474 1739.24,191.474 1739.66,191.474 1740.08,191.474 1740.5,191.474 \n",
       "  1740.93,191.474 1741.35,191.474 1741.77,191.474 1742.2,191.474 1742.62,191.474 1743.04,191.474 1743.46,191.474 1743.89,191.474 1744.31,191.474 1744.73,191.474 \n",
       "  1745.16,191.474 1745.58,191.474 1746,191.474 1746.42,191.474 1746.85,191.474 1747.27,191.474 1747.69,191.474 1748.11,191.474 1748.54,191.474 1748.96,191.474 \n",
       "  1749.38,191.474 1749.81,191.474 1750.23,191.474 1750.65,191.474 1751.07,191.474 1751.5,191.474 1751.92,191.474 1752.34,191.474 1752.77,191.474 1753.19,191.474 \n",
       "  1753.61,191.474 1754.03,191.474 1754.46,191.474 1754.88,191.474 1755.3,191.474 1755.73,191.474 1756.15,191.474 1756.57,191.474 1756.99,191.474 1757.42,191.474 \n",
       "  1757.84,191.474 1758.26,191.474 1758.69,191.474 1759.11,191.474 1759.53,191.474 1759.95,191.474 1760.38,191.474 1760.8,191.474 1761.22,191.474 1761.65,191.474 \n",
       "  1762.07,191.474 1762.49,191.474 1762.91,191.474 1763.34,191.474 1763.76,191.474 1764.18,191.474 1764.61,191.474 1765.03,191.474 1765.45,191.474 1765.87,191.474 \n",
       "  1766.3,191.474 1766.72,191.474 1767.14,191.474 1767.56,191.474 1767.99,191.474 1768.41,191.474 1768.83,191.474 1769.26,191.474 1769.68,191.474 1770.1,191.474 \n",
       "  1770.52,191.474 1770.95,191.474 1771.37,191.474 1771.79,191.474 1772.22,191.474 1772.64,191.474 1773.06,191.474 1773.48,191.474 1773.91,191.474 1774.33,191.474 \n",
       "  1774.75,191.474 1775.18,191.474 1775.6,191.474 1776.02,191.474 1776.44,191.474 1776.87,191.474 1777.29,191.474 1777.71,191.474 1778.14,191.474 1778.56,191.474 \n",
       "  1778.98,191.474 1779.4,191.474 1779.83,191.474 1780.25,191.474 1780.67,191.474 1781.1,191.474 1781.52,191.474 1781.94,191.474 1782.36,191.474 1782.79,191.474 \n",
       "  1783.21,191.474 1783.63,191.474 1784.06,191.474 1784.48,191.474 1784.9,191.474 1785.32,191.474 1785.75,191.474 1786.17,191.474 1786.59,191.474 1787.01,191.474 \n",
       "  1787.44,191.474 1787.86,191.474 1788.28,191.474 1788.71,191.474 1789.13,191.474 1789.55,191.474 1789.97,191.474 1790.4,191.474 1790.82,191.474 1791.24,191.474 \n",
       "  1791.67,191.474 1792.09,191.474 1792.51,191.474 1792.93,191.474 1793.36,191.474 1793.78,191.474 1794.2,191.474 1794.63,191.474 1795.05,191.474 1795.47,191.474 \n",
       "  1795.89,191.474 1796.32,191.474 1796.74,191.474 1797.16,191.474 1797.59,191.474 1798.01,191.474 1798.43,191.474 1798.85,191.474 1799.28,191.474 1799.7,191.474 \n",
       "  1800.12,191.474 1800.55,191.474 1800.97,191.474 1801.39,191.474 1801.81,191.474 1802.24,191.474 1802.66,191.474 1803.08,191.474 1803.51,191.474 1803.93,191.474 \n",
       "  1804.35,191.474 1804.77,191.474 1805.2,191.474 1805.62,191.474 1806.04,191.474 1806.46,191.474 1806.89,191.474 1807.31,191.474 1807.73,191.474 1808.16,191.474 \n",
       "  1808.58,191.474 1809,191.474 1809.42,191.474 1809.85,191.474 1810.27,191.474 1810.69,191.474 1811.12,191.474 1811.54,191.474 1811.96,191.474 1812.38,191.474 \n",
       "  1812.81,191.474 1813.23,191.474 1813.65,191.474 1814.08,191.474 1814.5,191.474 1814.92,191.474 1815.34,191.474 1815.77,191.474 1816.19,191.474 1816.61,191.474 \n",
       "  1817.04,191.474 1817.46,191.474 1817.88,191.474 1818.3,191.474 1818.73,191.474 1819.15,191.474 1819.57,191.474 1820,191.474 1820.42,191.474 1820.84,191.474 \n",
       "  1821.26,191.474 1821.69,191.474 1822.11,191.474 1822.53,191.474 1822.96,191.474 1823.38,191.474 1823.8,191.474 1824.22,191.474 1824.65,191.474 1825.07,191.474 \n",
       "  1825.49,191.474 1825.91,191.474 1826.34,191.474 1826.76,191.474 1827.18,191.474 1827.61,191.474 1828.03,191.474 1828.45,191.474 1828.87,191.474 1829.3,191.474 \n",
       "  1829.72,191.474 1830.14,191.474 1830.57,191.474 1830.99,191.474 1831.41,191.474 1831.83,191.474 1832.26,191.474 1832.68,191.474 1833.1,191.474 1833.53,191.474 \n",
       "  1833.95,191.474 1834.37,191.474 1834.79,191.474 1835.22,191.474 1835.64,191.474 1836.06,191.474 1836.49,191.474 1836.91,191.474 1837.33,191.474 1837.75,191.474 \n",
       "  1838.18,191.474 1838.6,191.474 1839.02,191.474 1839.45,191.474 1839.87,191.474 1840.29,191.474 1840.71,191.474 1841.14,191.474 1841.56,191.474 1841.98,191.474 \n",
       "  1842.41,191.474 1842.83,191.474 1843.25,191.474 1843.67,191.474 1844.1,191.474 1844.52,191.474 1844.94,191.474 1845.36,191.474 1845.79,191.474 1846.21,191.474 \n",
       "  1846.63,191.474 1847.06,191.474 1847.48,191.474 1847.9,191.474 1848.32,191.474 1848.75,191.474 1849.17,191.474 1849.59,191.474 1850.02,191.474 1850.44,191.474 \n",
       "  1850.86,191.474 1851.28,191.474 1851.71,191.474 1852.13,191.474 1852.55,191.474 1852.98,191.474 1853.4,191.474 1853.82,191.474 1854.24,191.474 1854.67,191.474 \n",
       "  1855.09,191.474 1855.51,191.474 1855.94,191.474 1856.36,191.474 1856.78,191.474 1857.2,191.474 1857.63,191.474 1858.05,191.474 1858.47,191.474 1858.9,191.474 \n",
       "  1859.32,191.474 1859.74,191.474 1860.16,191.474 1860.59,191.474 1861.01,191.474 1861.43,191.474 1861.86,191.474 1862.28,191.474 1862.7,191.474 1863.12,191.474 \n",
       "  1863.55,191.474 1863.97,191.474 1864.39,191.474 1864.81,191.474 1865.24,191.474 1865.66,191.474 1866.08,191.474 1866.51,191.474 1866.93,191.474 1867.35,191.474 \n",
       "  1867.77,191.474 1868.2,191.474 1868.62,191.474 1869.04,191.474 1869.47,191.474 1869.89,191.474 1870.31,191.474 1870.73,191.474 1871.16,191.474 1871.58,191.474 \n",
       "  1872,191.474 1872.43,191.474 1872.85,191.474 1873.27,191.474 1873.69,191.474 1874.12,191.474 1874.54,191.474 1874.96,191.474 1875.39,191.474 1875.81,191.474 \n",
       "  1876.23,191.474 1876.65,191.474 1877.08,191.474 1877.5,191.474 1877.92,191.474 1878.35,191.474 1878.77,191.474 1879.19,191.474 1879.61,191.474 1880.04,191.474 \n",
       "  1880.46,191.474 1880.88,191.474 1881.31,191.474 1881.73,191.474 1882.15,191.474 1882.57,191.474 1883,191.474 1883.42,191.474 1883.84,191.474 1884.26,191.474 \n",
       "  1884.69,191.474 1885.11,191.474 1885.53,191.474 1885.96,191.474 1886.38,191.474 1886.8,191.474 1887.22,191.474 1887.65,191.474 1888.07,191.474 1888.49,191.474 \n",
       "  1888.92,191.474 1889.34,191.474 1889.76,191.474 1890.18,191.474 1890.61,191.474 1891.03,191.474 1891.45,191.474 1891.88,191.474 1892.3,191.474 1892.72,191.474 \n",
       "  1893.14,191.474 1893.57,191.474 1893.99,191.474 1894.41,191.474 1894.84,191.474 1895.26,191.474 1895.68,191.474 1896.1,191.474 1896.53,191.474 1896.95,191.474 \n",
       "  1897.37,191.474 1897.8,191.474 1898.22,191.474 1898.64,191.474 1899.06,191.474 1899.49,191.474 1899.91,191.474 1900.33,191.474 1900.76,191.474 1901.18,191.474 \n",
       "  1901.6,191.474 1902.02,191.474 1902.45,191.474 1902.87,191.474 1903.29,191.474 1903.71,191.474 1904.14,191.474 1904.56,191.474 1904.98,191.474 1905.41,191.474 \n",
       "  1905.83,191.474 1906.25,191.474 1906.67,191.474 1907.1,191.474 1907.52,191.474 1907.94,191.474 1908.37,191.474 1908.79,191.474 1909.21,191.474 1909.63,191.474 \n",
       "  1910.06,191.474 1910.48,191.474 1910.9,191.474 1911.33,191.474 1911.75,191.474 1912.17,191.474 1912.59,191.474 1913.02,191.474 1913.44,191.474 1913.86,191.474 \n",
       "  1914.29,191.474 1914.71,191.474 1915.13,191.474 1915.55,191.474 1915.98,191.474 1916.4,191.474 1916.82,191.474 1917.25,191.474 1917.67,191.474 1918.09,191.474 \n",
       "  1918.51,191.474 1918.94,191.474 1919.36,191.474 1919.78,191.474 1920.21,191.474 1920.63,191.474 1921.05,191.474 1921.47,191.474 1921.9,191.474 1922.32,191.474 \n",
       "  1922.74,191.474 1923.16,191.474 1923.59,191.474 1924.01,191.474 1924.43,191.474 1924.86,191.474 1925.28,191.474 1925.7,191.474 1926.12,191.474 1926.55,191.474 \n",
       "  1926.97,191.474 1927.39,191.474 1927.82,191.474 1928.24,191.474 1928.66,191.474 1929.08,191.474 1929.51,191.474 1929.93,191.474 1930.35,191.474 1930.78,191.474 \n",
       "  1931.2,191.474 1931.62,191.474 1932.04,191.474 1932.47,191.474 1932.89,191.474 1933.31,191.474 1933.74,191.474 1934.16,191.474 1934.58,191.474 1935,191.474 \n",
       "  1935.43,191.474 1935.85,191.474 1936.27,191.474 1936.7,191.474 1937.12,191.474 1937.54,191.474 1937.96,191.474 1938.39,191.474 1938.81,191.474 1939.23,191.474 \n",
       "  1939.66,191.474 1940.08,191.474 1940.5,191.474 1940.92,191.474 1941.35,191.474 1941.77,191.474 1942.19,191.474 1942.61,191.474 1943.04,191.474 1943.46,191.474 \n",
       "  1943.88,191.474 1944.31,191.474 1944.73,191.474 1945.15,191.474 1945.57,191.474 1946,191.474 1946.42,191.474 1946.84,191.474 1947.27,191.474 1947.69,191.474 \n",
       "  1948.11,191.474 1948.53,191.474 1948.96,191.474 1949.38,191.474 1949.8,191.474 1950.23,191.474 1950.65,191.474 1951.07,191.474 1951.49,191.474 1951.92,191.474 \n",
       "  1952.34,191.474 1952.76,191.474 1953.19,191.474 1953.61,191.474 1954.03,191.474 1954.45,191.474 1954.88,191.474 1955.3,191.474 1955.72,191.474 1956.15,191.474 \n",
       "  1956.57,191.474 1956.99,191.474 1957.41,191.474 1957.84,191.474 1958.26,191.474 1958.68,191.474 1959.11,191.474 1959.53,191.474 1959.95,191.474 1960.37,191.474 \n",
       "  1960.8,191.474 1961.22,191.474 1961.64,191.474 1962.06,191.474 1962.49,191.474 1962.91,191.474 1963.33,191.474 1963.76,191.474 1964.18,191.474 1964.6,191.474 \n",
       "  1965.02,191.474 1965.45,191.474 1965.87,191.474 1966.29,191.474 1966.72,191.474 1967.14,191.474 1967.56,191.474 1967.98,191.474 1968.41,191.474 1968.83,191.474 \n",
       "  1969.25,191.474 1969.68,191.474 1970.1,191.474 1970.52,191.474 1970.94,191.474 1971.37,191.474 1971.79,191.474 1972.21,191.474 1972.64,191.474 1973.06,191.474 \n",
       "  1973.48,191.474 1973.9,191.474 1974.33,191.474 1974.75,191.474 1975.17,191.474 1975.6,191.474 1976.02,191.474 1976.44,191.474 1976.86,191.474 1977.29,191.474 \n",
       "  1977.71,191.474 1978.13,191.474 1978.55,191.474 1978.98,191.474 1979.4,191.474 1979.82,191.474 1980.25,191.474 1980.67,191.474 1981.09,191.474 1981.51,191.474 \n",
       "  1981.94,191.474 1982.36,191.474 1982.78,191.474 1983.21,191.474 1983.63,191.474 1984.05,191.474 1984.47,191.474 1984.9,191.474 1985.32,191.474 1985.74,191.474 \n",
       "  1986.17,191.474 1986.59,191.474 1987.01,191.474 1987.43,191.474 1987.86,191.474 1988.28,191.474 1988.7,191.474 1989.13,191.474 1989.55,191.474 1989.97,191.474 \n",
       "  1990.39,191.474 1990.82,191.474 1991.24,191.474 1991.66,191.474 1992.09,191.474 1992.51,191.474 1992.93,191.474 1993.35,191.474 1993.78,191.474 1994.2,191.474 \n",
       "  1994.62,191.474 1995.05,191.474 1995.47,191.474 1995.89,191.474 1996.31,191.474 1996.74,191.474 1997.16,191.474 1997.58,191.474 1998,191.474 1998.43,191.474 \n",
       "  1998.85,191.474 1999.27,191.474 1999.7,191.474 2000.12,191.474 2000.54,191.474 2000.96,191.474 2001.39,191.474 2001.81,191.474 2002.23,191.474 2002.66,191.474 \n",
       "  2003.08,191.474 2003.5,191.474 2003.92,191.474 2004.35,191.474 2004.77,191.474 2005.19,191.474 2005.62,191.474 2006.04,191.474 2006.46,191.474 2006.88,191.474 \n",
       "  2007.31,191.474 2007.73,191.474 2008.15,191.474 2008.58,191.474 2009,191.474 2009.42,191.474 2009.84,191.474 2010.27,191.474 2010.69,191.474 2011.11,191.474 \n",
       "  2011.54,191.474 2011.96,191.474 2012.38,191.474 2012.8,191.474 2013.23,191.474 2013.65,191.474 2014.07,191.474 2014.5,191.474 2014.92,191.474 2015.34,191.474 \n",
       "  2015.76,191.474 2016.19,191.474 2016.61,191.474 2017.03,191.474 2017.45,191.474 2017.88,191.474 2018.3,191.474 2018.72,191.474 2019.15,191.474 2019.57,191.474 \n",
       "  2019.99,191.474 2020.41,191.474 2020.84,191.474 2021.26,191.474 2021.68,191.474 2022.11,191.474 2022.53,191.474 2022.95,191.474 2023.37,191.474 2023.8,191.474 \n",
       "  2024.22,191.474 2024.64,191.474 2025.07,191.474 2025.49,191.474 2025.91,191.474 2026.33,191.474 2026.76,191.474 2027.18,191.474 2027.6,191.474 2028.03,191.474 \n",
       "  2028.45,191.474 2028.87,191.474 2029.29,191.474 2029.72,191.474 2030.14,191.474 2030.56,191.474 2030.99,191.474 2031.41,191.474 2031.83,191.474 2032.25,191.474 \n",
       "  2032.68,191.474 2033.1,191.474 2033.52,191.474 2033.95,191.474 2034.37,191.474 2034.79,191.474 2035.21,191.474 2035.64,191.474 2036.06,191.474 2036.48,191.474 \n",
       "  2036.9,191.474 2037.33,191.474 2037.75,191.474 2038.17,191.474 2038.6,191.474 2039.02,191.474 2039.44,191.474 2039.86,191.474 2040.29,191.474 2040.71,191.474 \n",
       "  2041.13,191.474 2041.56,191.474 2041.98,191.474 2042.4,191.474 2042.82,191.474 2043.25,191.474 2043.67,191.474 2044.09,191.474 2044.52,191.474 2044.94,191.474 \n",
       "  2045.36,191.474 2045.78,191.474 2046.21,191.474 2046.63,191.474 2047.05,191.474 2047.48,191.474 2047.9,191.474 2048.32,191.474 2048.74,191.474 2049.17,191.474 \n",
       "  2049.59,191.474 2050.01,191.474 2050.44,191.474 2050.86,191.474 2051.28,191.474 2051.7,191.474 2052.13,191.474 2052.55,191.474 2052.97,191.474 2053.4,191.474 \n",
       "  2053.82,191.474 2054.24,191.474 2054.66,191.474 2055.09,191.474 2055.51,191.474 2055.93,191.474 2056.35,191.474 2056.78,191.474 2057.2,191.474 2057.62,191.474 \n",
       "  2058.05,191.474 2058.47,191.474 2058.89,191.474 2059.31,191.474 2059.74,191.474 2060.16,191.474 2060.58,191.474 2061.01,191.474 2061.43,191.474 2061.85,191.474 \n",
       "  2062.27,191.474 2062.7,191.474 2063.12,191.474 2063.54,191.474 2063.97,191.474 2064.39,191.474 2064.81,191.474 2065.23,191.474 2065.66,191.474 2066.08,191.474 \n",
       "  2066.5,191.474 2066.93,191.474 2067.35,191.474 2067.77,191.474 2068.19,191.474 2068.62,191.474 2069.04,191.474 2069.46,191.474 2069.89,191.474 2070.31,191.474 \n",
       "  2070.73,191.474 2071.15,191.474 2071.58,191.474 2072,191.474 2072.42,191.474 2072.85,191.474 2073.27,191.474 2073.69,191.474 2074.11,191.474 2074.54,191.474 \n",
       "  2074.96,191.474 2075.38,191.474 2075.8,191.474 2076.23,191.474 2076.65,191.474 2077.07,191.474 2077.5,191.474 2077.92,191.474 2078.34,191.474 2078.76,191.474 \n",
       "  2079.19,191.474 2079.61,191.474 2080.03,191.474 2080.46,191.474 2080.88,191.474 2081.3,191.474 2081.72,191.474 2082.15,191.474 2082.57,191.474 2082.99,191.474 \n",
       "  2083.42,191.474 2083.84,191.474 2084.26,191.474 2084.68,191.474 2085.11,191.474 2085.53,191.474 2085.95,191.474 2086.38,191.474 2086.8,191.474 2087.22,191.474 \n",
       "  2087.64,191.474 2088.07,191.474 2088.49,191.474 2088.91,191.474 2089.34,191.474 2089.76,191.474 2090.18,191.474 2090.6,191.474 2091.03,191.474 2091.45,191.474 \n",
       "  2091.87,191.474 2092.3,191.474 2092.72,191.474 2093.14,191.474 2093.56,191.474 2093.99,191.474 2094.41,191.474 2094.83,191.474 2095.25,191.474 2095.68,191.474 \n",
       "  2096.1,191.474 2096.52,191.474 2096.95,191.474 2097.37,191.474 2097.79,191.474 2098.21,191.474 2098.64,191.474 2099.06,191.474 2099.48,191.474 2099.91,191.474 \n",
       "  2100.33,191.474 2100.75,191.474 2101.17,191.474 2101.6,191.474 2102.02,191.474 2102.44,191.474 2102.87,191.474 2103.29,191.474 2103.71,191.474 2104.13,191.474 \n",
       "  2104.56,191.474 2104.98,191.474 2105.4,191.474 2105.83,191.474 2106.25,191.474 2106.67,191.474 2107.09,191.474 2107.52,191.474 2107.94,191.474 2108.36,191.474 \n",
       "  2108.79,191.474 2109.21,191.474 2109.63,191.474 2110.05,191.474 2110.48,191.474 2110.9,191.474 2111.32,191.474 2111.75,191.474 2112.17,191.474 2112.59,191.474 \n",
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      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y = model2(1:0.01:50, fit2.param)\n",
    "plot(1:0.01:50, y)\n",
    "scatter!(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "8f89293c-375c-40f9-8809-da49f74dfcd5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T15:52:55.640000+08:00",
     "iopub.status.busy": "2022-03-22T15:52:55.640000+08:00",
     "iopub.status.idle": "2022-03-22T15:52:55.675000+08:00",
     "shell.execute_reply": "2022-03-22T15:52:55.675000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2-element Vector{Float64}:\n",
       " 0.8260528019974369\n",
       " 2.8867323710255697"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fit2.param"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "bf3dac9a-7a81-4bdb-8413-afac670f0068",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T15:53:35.455000+08:00",
     "iopub.status.busy": "2022-03-22T15:53:35.455000+08:00",
     "iopub.status.idle": "2022-03-22T15:53:35.487000+08:00",
     "shell.execute_reply": "2022-03-22T15:53:35.486000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5.0"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p2 = fit2.param\n",
    "ceil(p2[2]*sqrt(3))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "136a0bf8-7f0f-46d0-ba45-9eb2ede8d04d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T16:02:31.633000+08:00",
     "iopub.status.busy": "2022-03-22T16:02:31.633000+08:00",
     "iopub.status.idle": "2022-03-22T16:02:32.443000+08:00",
     "shell.execute_reply": "2022-03-22T16:02:32.442000+08:00"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LsqFit.LsqFitResult{Vector{Float64}, Vector{Float64}, Matrix{Float64}, Vector{Float64}}([0.8287293915784401, 6.916751219523874], [-0.07117260755598195, -0.06001556377017003, -0.03055026812658146, 0.010687355043592306, 0.049879058673585885, 0.07175803595938701, 0.06416805681759385, 0.046447363107840145, 0.03523131503420296, 0.02765421504760779  …  -0.03531604383340592, -0.04047463631110415, -0.04498618131061527, -0.04829588961150444, -0.05036941299157294, -0.05236251715799223, -0.054637628148362594, -0.05723775943516174, -0.05777962642985157, -0.054434720193972774], [0.21535382203784256 -0.025440502549142433; 0.4216416634032131 -0.04762228822083363; … ; 1.0000000000052196 0.0; 1.0000000000052196 0.0], true, Float64[])"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "@. model3(x, p) = (0<x<p[2]) * p[1] * (3x / (2p[2]) - x^3 / (2 * (p[2]^3))) + (x>p[2]) * p[1]\n",
    "# xdata = 1:50.0;\n",
    "# ydata = vec(x);  # x是Matrix类型，需要转换成Vectors类型\n",
    "p0 = [0.5, 3]\n",
    "fit3 = curve_fit(model,xdata,ydata,p0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "7269cadd-3509-444a-b4e6-169f97826b04",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T16:02:50.922000+08:00",
     "iopub.status.busy": "2022-03-22T16:02:50.922000+08:00",
     "iopub.status.idle": "2022-03-22T16:02:51.022000+08:00",
     "shell.execute_reply": "2022-03-22T16:02:51.022000+08:00"
    }
   },
   "outputs": [
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       "  442.851,217.165 443.274,216.582 443.697,216.008 444.12,215.444 444.543,214.888 444.965,214.342 445.388,213.805 445.811,213.277 446.234,212.759 446.657,212.249 \n",
       "  447.08,211.749 447.502,211.258 447.925,210.776 448.348,210.303 448.771,209.84 449.194,209.386 449.617,208.941 450.039,208.505 450.462,208.079 450.885,207.662 \n",
       "  451.308,207.255 451.731,206.857 452.154,206.468 452.576,206.089 452.999,205.719 453.422,205.358 453.845,205.007 454.268,204.666 454.69,204.333 455.113,204.011 \n",
       "  455.536,203.698 455.959,203.394 456.382,203.1 456.805,202.815 457.227,202.54 457.65,202.275 458.073,202.019 458.496,201.772 458.919,201.536 459.342,201.309 \n",
       "  459.764,201.091 460.187,200.883 460.61,200.685 461.033,200.497 461.456,200.318 461.879,200.149 462.301,199.99 462.724,199.84 463.147,199.7 463.57,199.57 \n",
       "  463.993,199.45 464.415,199.34 464.838,199.239 465.261,199.148 465.684,199.067 466.107,198.996 466.53,198.935 466.952,198.883 467.375,198.842 467.798,198.81 \n",
       "  468.221,198.789 468.644,198.777 469.067,198.775 469.489,198.775 469.912,198.775 470.335,198.775 470.758,198.775 471.181,198.775 471.604,198.775 472.026,198.775 \n",
       "  472.449,198.775 472.872,198.775 473.295,198.775 473.718,198.775 474.14,198.775 474.563,198.775 474.986,198.775 475.409,198.775 475.832,198.775 476.255,198.775 \n",
       "  476.677,198.775 477.1,198.775 477.523,198.775 477.946,198.775 478.369,198.775 478.792,198.775 479.214,198.775 479.637,198.775 480.06,198.775 480.483,198.775 \n",
       "  480.906,198.775 481.329,198.775 481.751,198.775 482.174,198.775 482.597,198.775 483.02,198.775 483.443,198.775 483.865,198.775 484.288,198.775 484.711,198.775 \n",
       "  485.134,198.775 485.557,198.775 485.98,198.775 486.402,198.775 486.825,198.775 487.248,198.775 487.671,198.775 488.094,198.775 488.517,198.775 488.939,198.775 \n",
       "  489.362,198.775 489.785,198.775 490.208,198.775 490.631,198.775 491.054,198.775 491.476,198.775 491.899,198.775 492.322,198.775 492.745,198.775 493.168,198.775 \n",
       "  493.59,198.775 494.013,198.775 494.436,198.775 494.859,198.775 495.282,198.775 495.705,198.775 496.127,198.775 496.55,198.775 496.973,198.775 497.396,198.775 \n",
       "  497.819,198.775 498.242,198.775 498.664,198.775 499.087,198.775 499.51,198.775 499.933,198.775 500.356,198.775 500.779,198.775 501.201,198.775 501.624,198.775 \n",
       "  502.047,198.775 502.47,198.775 502.893,198.775 503.315,198.775 503.738,198.775 504.161,198.775 504.584,198.775 505.007,198.775 505.43,198.775 505.852,198.775 \n",
       "  506.275,198.775 506.698,198.775 507.121,198.775 507.544,198.775 507.967,198.775 508.389,198.775 508.812,198.775 509.235,198.775 509.658,198.775 510.081,198.775 \n",
       "  510.504,198.775 510.926,198.775 511.349,198.775 511.772,198.775 512.195,198.775 512.618,198.775 513.04,198.775 513.463,198.775 513.886,198.775 514.309,198.775 \n",
       "  514.732,198.775 515.155,198.775 515.577,198.775 516,198.775 516.423,198.775 516.846,198.775 517.269,198.775 517.692,198.775 518.114,198.775 518.537,198.775 \n",
       "  518.96,198.775 519.383,198.775 519.806,198.775 520.228,198.775 520.651,198.775 521.074,198.775 521.497,198.775 521.92,198.775 522.343,198.775 522.765,198.775 \n",
       "  523.188,198.775 523.611,198.775 524.034,198.775 524.457,198.775 524.88,198.775 525.302,198.775 525.725,198.775 526.148,198.775 526.571,198.775 526.994,198.775 \n",
       "  527.417,198.775 527.839,198.775 528.262,198.775 528.685,198.775 529.108,198.775 529.531,198.775 529.953,198.775 530.376,198.775 530.799,198.775 531.222,198.775 \n",
       "  531.645,198.775 532.068,198.775 532.49,198.775 532.913,198.775 533.336,198.775 533.759,198.775 534.182,198.775 534.605,198.775 535.027,198.775 535.45,198.775 \n",
       "  535.873,198.775 536.296,198.775 536.719,198.775 537.142,198.775 537.564,198.775 537.987,198.775 538.41,198.775 538.833,198.775 539.256,198.775 539.678,198.775 \n",
       "  540.101,198.775 540.524,198.775 540.947,198.775 541.37,198.775 541.793,198.775 542.215,198.775 542.638,198.775 543.061,198.775 543.484,198.775 543.907,198.775 \n",
       "  544.33,198.775 544.752,198.775 545.175,198.775 545.598,198.775 546.021,198.775 546.444,198.775 546.867,198.775 547.289,198.775 547.712,198.775 548.135,198.775 \n",
       "  548.558,198.775 548.981,198.775 549.403,198.775 549.826,198.775 550.249,198.775 550.672,198.775 551.095,198.775 551.518,198.775 551.94,198.775 552.363,198.775 \n",
       "  552.786,198.775 553.209,198.775 553.632,198.775 554.055,198.775 554.477,198.775 554.9,198.775 555.323,198.775 555.746,198.775 556.169,198.775 556.592,198.775 \n",
       "  557.014,198.775 557.437,198.775 557.86,198.775 558.283,198.775 558.706,198.775 559.128,198.775 559.551,198.775 559.974,198.775 560.397,198.775 560.82,198.775 \n",
       "  561.243,198.775 561.665,198.775 562.088,198.775 562.511,198.775 562.934,198.775 563.357,198.775 563.78,198.775 564.202,198.775 564.625,198.775 565.048,198.775 \n",
       "  565.471,198.775 565.894,198.775 566.317,198.775 566.739,198.775 567.162,198.775 567.585,198.775 568.008,198.775 568.431,198.775 568.853,198.775 569.276,198.775 \n",
       "  569.699,198.775 570.122,198.775 570.545,198.775 570.968,198.775 571.39,198.775 571.813,198.775 572.236,198.775 572.659,198.775 573.082,198.775 573.505,198.775 \n",
       "  573.927,198.775 574.35,198.775 574.773,198.775 575.196,198.775 575.619,198.775 576.042,198.775 576.464,198.775 576.887,198.775 577.31,198.775 577.733,198.775 \n",
       "  578.156,198.775 578.578,198.775 579.001,198.775 579.424,198.775 579.847,198.775 580.27,198.775 580.693,198.775 581.115,198.775 581.538,198.775 581.961,198.775 \n",
       "  582.384,198.775 582.807,198.775 583.23,198.775 583.652,198.775 584.075,198.775 584.498,198.775 584.921,198.775 585.344,198.775 585.767,198.775 586.189,198.775 \n",
       "  586.612,198.775 587.035,198.775 587.458,198.775 587.881,198.775 588.303,198.775 588.726,198.775 589.149,198.775 589.572,198.775 589.995,198.775 590.418,198.775 \n",
       "  590.84,198.775 591.263,198.775 591.686,198.775 592.109,198.775 592.532,198.775 592.955,198.775 593.377,198.775 593.8,198.775 594.223,198.775 594.646,198.775 \n",
       "  595.069,198.775 595.492,198.775 595.914,198.775 596.337,198.775 596.76,198.775 597.183,198.775 597.606,198.775 598.028,198.775 598.451,198.775 598.874,198.775 \n",
       "  599.297,198.775 599.72,198.775 600.143,198.775 600.565,198.775 600.988,198.775 601.411,198.775 601.834,198.775 602.257,198.775 602.68,198.775 603.102,198.775 \n",
       "  603.525,198.775 603.948,198.775 604.371,198.775 604.794,198.775 605.217,198.775 605.639,198.775 606.062,198.775 606.485,198.775 606.908,198.775 607.331,198.775 \n",
       "  607.753,198.775 608.176,198.775 608.599,198.775 609.022,198.775 609.445,198.775 609.868,198.775 610.29,198.775 610.713,198.775 611.136,198.775 611.559,198.775 \n",
       "  611.982,198.775 612.405,198.775 612.827,198.775 613.25,198.775 613.673,198.775 614.096,198.775 614.519,198.775 614.941,198.775 615.364,198.775 615.787,198.775 \n",
       "  616.21,198.775 616.633,198.775 617.056,198.775 617.478,198.775 617.901,198.775 618.324,198.775 618.747,198.775 619.17,198.775 619.593,198.775 620.015,198.775 \n",
       "  620.438,198.775 620.861,198.775 621.284,198.775 621.707,198.775 622.13,198.775 622.552,198.775 622.975,198.775 623.398,198.775 623.821,198.775 624.244,198.775 \n",
       "  624.666,198.775 625.089,198.775 625.512,198.775 625.935,198.775 626.358,198.775 626.781,198.775 627.203,198.775 627.626,198.775 628.049,198.775 628.472,198.775 \n",
       "  628.895,198.775 629.318,198.775 629.74,198.775 630.163,198.775 630.586,198.775 631.009,198.775 631.432,198.775 631.855,198.775 632.277,198.775 632.7,198.775 \n",
       "  633.123,198.775 633.546,198.775 633.969,198.775 634.391,198.775 634.814,198.775 635.237,198.775 635.66,198.775 636.083,198.775 636.506,198.775 636.928,198.775 \n",
       "  637.351,198.775 637.774,198.775 638.197,198.775 638.62,198.775 639.043,198.775 639.465,198.775 639.888,198.775 640.311,198.775 640.734,198.775 641.157,198.775 \n",
       "  641.58,198.775 642.002,198.775 642.425,198.775 642.848,198.775 643.271,198.775 643.694,198.775 644.116,198.775 644.539,198.775 644.962,198.775 645.385,198.775 \n",
       "  645.808,198.775 646.231,198.775 646.653,198.775 647.076,198.775 647.499,198.775 647.922,198.775 648.345,198.775 648.768,198.775 649.19,198.775 649.613,198.775 \n",
       "  650.036,198.775 650.459,198.775 650.882,198.775 651.305,198.775 651.727,198.775 652.15,198.775 652.573,198.775 652.996,198.775 653.419,198.775 653.841,198.775 \n",
       "  654.264,198.775 654.687,198.775 655.11,198.775 655.533,198.775 655.956,198.775 656.378,198.775 656.801,198.775 657.224,198.775 657.647,198.775 658.07,198.775 \n",
       "  658.493,198.775 658.915,198.775 659.338,198.775 659.761,198.775 660.184,198.775 660.607,198.775 661.03,198.775 661.452,198.775 661.875,198.775 662.298,198.775 \n",
       "  662.721,198.775 663.144,198.775 663.566,198.775 663.989,198.775 664.412,198.775 664.835,198.775 665.258,198.775 665.681,198.775 666.103,198.775 666.526,198.775 \n",
       "  666.949,198.775 667.372,198.775 667.795,198.775 668.218,198.775 668.64,198.775 669.063,198.775 669.486,198.775 669.909,198.775 670.332,198.775 670.755,198.775 \n",
       "  671.177,198.775 671.6,198.775 672.023,198.775 672.446,198.775 672.869,198.775 673.291,198.775 673.714,198.775 674.137,198.775 674.56,198.775 674.983,198.775 \n",
       "  675.406,198.775 675.828,198.775 676.251,198.775 676.674,198.775 677.097,198.775 677.52,198.775 677.943,198.775 678.365,198.775 678.788,198.775 679.211,198.775 \n",
       "  679.634,198.775 680.057,198.775 680.48,198.775 680.902,198.775 681.325,198.775 681.748,198.775 682.171,198.775 682.594,198.775 683.016,198.775 683.439,198.775 \n",
       "  683.862,198.775 684.285,198.775 684.708,198.775 685.131,198.775 685.553,198.775 685.976,198.775 686.399,198.775 686.822,198.775 687.245,198.775 687.668,198.775 \n",
       "  688.09,198.775 688.513,198.775 688.936,198.775 689.359,198.775 689.782,198.775 690.205,198.775 690.627,198.775 691.05,198.775 691.473,198.775 691.896,198.775 \n",
       "  692.319,198.775 692.741,198.775 693.164,198.775 693.587,198.775 694.01,198.775 694.433,198.775 694.856,198.775 695.278,198.775 695.701,198.775 696.124,198.775 \n",
       "  696.547,198.775 696.97,198.775 697.393,198.775 697.815,198.775 698.238,198.775 698.661,198.775 699.084,198.775 699.507,198.775 699.93,198.775 700.352,198.775 \n",
       "  700.775,198.775 701.198,198.775 701.621,198.775 702.044,198.775 702.466,198.775 702.889,198.775 703.312,198.775 703.735,198.775 704.158,198.775 704.581,198.775 \n",
       "  705.003,198.775 705.426,198.775 705.849,198.775 706.272,198.775 706.695,198.775 707.118,198.775 707.54,198.775 707.963,198.775 708.386,198.775 708.809,198.775 \n",
       "  709.232,198.775 709.654,198.775 710.077,198.775 710.5,198.775 710.923,198.775 711.346,198.775 711.769,198.775 712.191,198.775 712.614,198.775 713.037,198.775 \n",
       "  713.46,198.775 713.883,198.775 714.306,198.775 714.728,198.775 715.151,198.775 715.574,198.775 715.997,198.775 716.42,198.775 716.843,198.775 717.265,198.775 \n",
       "  717.688,198.775 718.111,198.775 718.534,198.775 718.957,198.775 719.379,198.775 719.802,198.775 720.225,198.775 720.648,198.775 721.071,198.775 721.494,198.775 \n",
       "  721.916,198.775 722.339,198.775 722.762,198.775 723.185,198.775 723.608,198.775 724.031,198.775 724.453,198.775 724.876,198.775 725.299,198.775 725.722,198.775 \n",
       "  726.145,198.775 726.568,198.775 726.99,198.775 727.413,198.775 727.836,198.775 728.259,198.775 728.682,198.775 729.104,198.775 729.527,198.775 729.95,198.775 \n",
       "  730.373,198.775 730.796,198.775 731.219,198.775 731.641,198.775 732.064,198.775 732.487,198.775 732.91,198.775 733.333,198.775 733.756,198.775 734.178,198.775 \n",
       "  734.601,198.775 735.024,198.775 735.447,198.775 735.87,198.775 736.293,198.775 736.715,198.775 737.138,198.775 737.561,198.775 737.984,198.775 738.407,198.775 \n",
       "  738.829,198.775 739.252,198.775 739.675,198.775 740.098,198.775 740.521,198.775 740.944,198.775 741.366,198.775 741.789,198.775 742.212,198.775 742.635,198.775 \n",
       "  743.058,198.775 743.481,198.775 743.903,198.775 744.326,198.775 744.749,198.775 745.172,198.775 745.595,198.775 746.018,198.775 746.44,198.775 746.863,198.775 \n",
       "  747.286,198.775 747.709,198.775 748.132,198.775 748.554,198.775 748.977,198.775 749.4,198.775 749.823,198.775 750.246,198.775 750.669,198.775 751.091,198.775 \n",
       "  751.514,198.775 751.937,198.775 752.36,198.775 752.783,198.775 753.206,198.775 753.628,198.775 754.051,198.775 754.474,198.775 754.897,198.775 755.32,198.775 \n",
       "  755.743,198.775 756.165,198.775 756.588,198.775 757.011,198.775 757.434,198.775 757.857,198.775 758.279,198.775 758.702,198.775 759.125,198.775 759.548,198.775 \n",
       "  759.971,198.775 760.394,198.775 760.816,198.775 761.239,198.775 761.662,198.775 762.085,198.775 762.508,198.775 762.931,198.775 763.353,198.775 763.776,198.775 \n",
       "  764.199,198.775 764.622,198.775 765.045,198.775 765.468,198.775 765.89,198.775 766.313,198.775 766.736,198.775 767.159,198.775 767.582,198.775 768.004,198.775 \n",
       "  768.427,198.775 768.85,198.775 769.273,198.775 769.696,198.775 770.119,198.775 770.541,198.775 770.964,198.775 771.387,198.775 771.81,198.775 772.233,198.775 \n",
       "  772.656,198.775 773.078,198.775 773.501,198.775 773.924,198.775 774.347,198.775 774.77,198.775 775.193,198.775 775.615,198.775 776.038,198.775 776.461,198.775 \n",
       "  776.884,198.775 777.307,198.775 777.729,198.775 778.152,198.775 778.575,198.775 778.998,198.775 779.421,198.775 779.844,198.775 780.266,198.775 780.689,198.775 \n",
       "  781.112,198.775 781.535,198.775 781.958,198.775 782.381,198.775 782.803,198.775 783.226,198.775 783.649,198.775 784.072,198.775 784.495,198.775 784.918,198.775 \n",
       "  785.34,198.775 785.763,198.775 786.186,198.775 786.609,198.775 787.032,198.775 787.454,198.775 787.877,198.775 788.3,198.775 788.723,198.775 789.146,198.775 \n",
       "  789.569,198.775 789.991,198.775 790.414,198.775 790.837,198.775 791.26,198.775 791.683,198.775 792.106,198.775 792.528,198.775 792.951,198.775 793.374,198.775 \n",
       "  793.797,198.775 794.22,198.775 794.643,198.775 795.065,198.775 795.488,198.775 795.911,198.775 796.334,198.775 796.757,198.775 797.179,198.775 797.602,198.775 \n",
       "  798.025,198.775 798.448,198.775 798.871,198.775 799.294,198.775 799.716,198.775 800.139,198.775 800.562,198.775 800.985,198.775 801.408,198.775 801.831,198.775 \n",
       "  802.253,198.775 802.676,198.775 803.099,198.775 803.522,198.775 803.945,198.775 804.367,198.775 804.79,198.775 805.213,198.775 805.636,198.775 806.059,198.775 \n",
       "  806.482,198.775 806.904,198.775 807.327,198.775 807.75,198.775 808.173,198.775 808.596,198.775 809.019,198.775 809.441,198.775 809.864,198.775 810.287,198.775 \n",
       "  810.71,198.775 811.133,198.775 811.556,198.775 811.978,198.775 812.401,198.775 812.824,198.775 813.247,198.775 813.67,198.775 814.092,198.775 814.515,198.775 \n",
       "  814.938,198.775 815.361,198.775 815.784,198.775 816.207,198.775 816.629,198.775 817.052,198.775 817.475,198.775 817.898,198.775 818.321,198.775 818.744,198.775 \n",
       "  819.166,198.775 819.589,198.775 820.012,198.775 820.435,198.775 820.858,198.775 821.281,198.775 821.703,198.775 822.126,198.775 822.549,198.775 822.972,198.775 \n",
       "  823.395,198.775 823.817,198.775 824.24,198.775 824.663,198.775 825.086,198.775 825.509,198.775 825.932,198.775 826.354,198.775 826.777,198.775 827.2,198.775 \n",
       "  827.623,198.775 828.046,198.775 828.469,198.775 828.891,198.775 829.314,198.775 829.737,198.775 830.16,198.775 830.583,198.775 831.006,198.775 831.428,198.775 \n",
       "  831.851,198.775 832.274,198.775 832.697,198.775 833.12,198.775 833.542,198.775 833.965,198.775 834.388,198.775 834.811,198.775 835.234,198.775 835.657,198.775 \n",
       "  836.079,198.775 836.502,198.775 836.925,198.775 837.348,198.775 837.771,198.775 838.194,198.775 838.616,198.775 839.039,198.775 839.462,198.775 839.885,198.775 \n",
       "  840.308,198.775 840.731,198.775 841.153,198.775 841.576,198.775 841.999,198.775 842.422,198.775 842.845,198.775 843.267,198.775 843.69,198.775 844.113,198.775 \n",
       "  844.536,198.775 844.959,198.775 845.382,198.775 845.804,198.775 846.227,198.775 846.65,198.775 847.073,198.775 847.496,198.775 847.919,198.775 848.341,198.775 \n",
       "  848.764,198.775 849.187,198.775 849.61,198.775 850.033,198.775 850.456,198.775 850.878,198.775 851.301,198.775 851.724,198.775 852.147,198.775 852.57,198.775 \n",
       "  852.992,198.775 853.415,198.775 853.838,198.775 854.261,198.775 854.684,198.775 855.107,198.775 855.529,198.775 855.952,198.775 856.375,198.775 856.798,198.775 \n",
       "  857.221,198.775 857.644,198.775 858.066,198.775 858.489,198.775 858.912,198.775 859.335,198.775 859.758,198.775 860.181,198.775 860.603,198.775 861.026,198.775 \n",
       "  861.449,198.775 861.872,198.775 862.295,198.775 862.717,198.775 863.14,198.775 863.563,198.775 863.986,198.775 864.409,198.775 864.832,198.775 865.254,198.775 \n",
       "  865.677,198.775 866.1,198.775 866.523,198.775 866.946,198.775 867.369,198.775 867.791,198.775 868.214,198.775 868.637,198.775 869.06,198.775 869.483,198.775 \n",
       "  869.906,198.775 870.328,198.775 870.751,198.775 871.174,198.775 871.597,198.775 872.02,198.775 872.442,198.775 872.865,198.775 873.288,198.775 873.711,198.775 \n",
       "  874.134,198.775 874.557,198.775 874.979,198.775 875.402,198.775 875.825,198.775 876.248,198.775 876.671,198.775 877.094,198.775 877.516,198.775 877.939,198.775 \n",
       "  878.362,198.775 878.785,198.775 879.208,198.775 879.631,198.775 880.053,198.775 880.476,198.775 880.899,198.775 881.322,198.775 881.745,198.775 882.167,198.775 \n",
       "  882.59,198.775 883.013,198.775 883.436,198.775 883.859,198.775 884.282,198.775 884.704,198.775 885.127,198.775 885.55,198.775 885.973,198.775 886.396,198.775 \n",
       "  886.819,198.775 887.241,198.775 887.664,198.775 888.087,198.775 888.51,198.775 888.933,198.775 889.356,198.775 889.778,198.775 890.201,198.775 890.624,198.775 \n",
       "  891.047,198.775 891.47,198.775 891.892,198.775 892.315,198.775 892.738,198.775 893.161,198.775 893.584,198.775 894.007,198.775 894.429,198.775 894.852,198.775 \n",
       "  895.275,198.775 895.698,198.775 896.121,198.775 896.544,198.775 896.966,198.775 897.389,198.775 897.812,198.775 898.235,198.775 898.658,198.775 899.08,198.775 \n",
       "  899.503,198.775 899.926,198.775 900.349,198.775 900.772,198.775 901.195,198.775 901.617,198.775 902.04,198.775 902.463,198.775 902.886,198.775 903.309,198.775 \n",
       "  903.732,198.775 904.154,198.775 904.577,198.775 905,198.775 905.423,198.775 905.846,198.775 906.269,198.775 906.691,198.775 907.114,198.775 907.537,198.775 \n",
       "  907.96,198.775 908.383,198.775 908.805,198.775 909.228,198.775 909.651,198.775 910.074,198.775 910.497,198.775 910.92,198.775 911.342,198.775 911.765,198.775 \n",
       "  912.188,198.775 912.611,198.775 913.034,198.775 913.457,198.775 913.879,198.775 914.302,198.775 914.725,198.775 915.148,198.775 915.571,198.775 915.994,198.775 \n",
       "  916.416,198.775 916.839,198.775 917.262,198.775 917.685,198.775 918.108,198.775 918.53,198.775 918.953,198.775 919.376,198.775 919.799,198.775 920.222,198.775 \n",
       "  920.645,198.775 921.067,198.775 921.49,198.775 921.913,198.775 922.336,198.775 922.759,198.775 923.182,198.775 923.604,198.775 924.027,198.775 924.45,198.775 \n",
       "  924.873,198.775 925.296,198.775 925.719,198.775 926.141,198.775 926.564,198.775 926.987,198.775 927.41,198.775 927.833,198.775 928.255,198.775 928.678,198.775 \n",
       "  929.101,198.775 929.524,198.775 929.947,198.775 930.37,198.775 930.792,198.775 931.215,198.775 931.638,198.775 932.061,198.775 932.484,198.775 932.907,198.775 \n",
       "  933.329,198.775 933.752,198.775 934.175,198.775 934.598,198.775 935.021,198.775 935.444,198.775 935.866,198.775 936.289,198.775 936.712,198.775 937.135,198.775 \n",
       "  937.558,198.775 937.98,198.775 938.403,198.775 938.826,198.775 939.249,198.775 939.672,198.775 940.095,198.775 940.517,198.775 940.94,198.775 941.363,198.775 \n",
       "  941.786,198.775 942.209,198.775 942.632,198.775 943.054,198.775 943.477,198.775 943.9,198.775 944.323,198.775 944.746,198.775 945.169,198.775 945.591,198.775 \n",
       "  946.014,198.775 946.437,198.775 946.86,198.775 947.283,198.775 947.705,198.775 948.128,198.775 948.551,198.775 948.974,198.775 949.397,198.775 949.82,198.775 \n",
       "  950.242,198.775 950.665,198.775 951.088,198.775 951.511,198.775 951.934,198.775 952.357,198.775 952.779,198.775 953.202,198.775 953.625,198.775 954.048,198.775 \n",
       "  954.471,198.775 954.894,198.775 955.316,198.775 955.739,198.775 956.162,198.775 956.585,198.775 957.008,198.775 957.43,198.775 957.853,198.775 958.276,198.775 \n",
       "  958.699,198.775 959.122,198.775 959.545,198.775 959.967,198.775 960.39,198.775 960.813,198.775 961.236,198.775 961.659,198.775 962.082,198.775 962.504,198.775 \n",
       "  962.927,198.775 963.35,198.775 963.773,198.775 964.196,198.775 964.619,198.775 965.041,198.775 965.464,198.775 965.887,198.775 966.31,198.775 966.733,198.775 \n",
       "  967.155,198.775 967.578,198.775 968.001,198.775 968.424,198.775 968.847,198.775 969.27,198.775 969.692,198.775 970.115,198.775 970.538,198.775 970.961,198.775 \n",
       "  971.384,198.775 971.807,198.775 972.229,198.775 972.652,198.775 973.075,198.775 973.498,198.775 973.921,198.775 974.344,198.775 974.766,198.775 975.189,198.775 \n",
       "  975.612,198.775 976.035,198.775 976.458,198.775 976.88,198.775 977.303,198.775 977.726,198.775 978.149,198.775 978.572,198.775 978.995,198.775 979.417,198.775 \n",
       "  979.84,198.775 980.263,198.775 980.686,198.775 981.109,198.775 981.532,198.775 981.954,198.775 982.377,198.775 982.8,198.775 983.223,198.775 983.646,198.775 \n",
       "  984.069,198.775 984.491,198.775 984.914,198.775 985.337,198.775 985.76,198.775 986.183,198.775 986.605,198.775 987.028,198.775 987.451,198.775 987.874,198.775 \n",
       "  988.297,198.775 988.72,198.775 989.142,198.775 989.565,198.775 989.988,198.775 990.411,198.775 990.834,198.775 991.257,198.775 991.679,198.775 992.102,198.775 \n",
       "  992.525,198.775 992.948,198.775 993.371,198.775 993.793,198.775 994.216,198.775 994.639,198.775 995.062,198.775 995.485,198.775 995.908,198.775 996.33,198.775 \n",
       "  996.753,198.775 997.176,198.775 997.599,198.775 998.022,198.775 998.445,198.775 998.867,198.775 999.29,198.775 999.713,198.775 1000.14,198.775 1000.56,198.775 \n",
       "  1000.98,198.775 1001.4,198.775 1001.83,198.775 1002.25,198.775 1002.67,198.775 1003.1,198.775 1003.52,198.775 1003.94,198.775 1004.36,198.775 1004.79,198.775 \n",
       "  1005.21,198.775 1005.63,198.775 1006.06,198.775 1006.48,198.775 1006.9,198.775 1007.32,198.775 1007.75,198.775 1008.17,198.775 1008.59,198.775 1009.02,198.775 \n",
       "  1009.44,198.775 1009.86,198.775 1010.28,198.775 1010.71,198.775 1011.13,198.775 1011.55,198.775 1011.98,198.775 1012.4,198.775 1012.82,198.775 1013.24,198.775 \n",
       "  1013.67,198.775 1014.09,198.775 1014.51,198.775 1014.93,198.775 1015.36,198.775 1015.78,198.775 1016.2,198.775 1016.63,198.775 1017.05,198.775 1017.47,198.775 \n",
       "  1017.89,198.775 1018.32,198.775 1018.74,198.775 1019.16,198.775 1019.59,198.775 1020.01,198.775 1020.43,198.775 1020.85,198.775 1021.28,198.775 1021.7,198.775 \n",
       "  1022.12,198.775 1022.55,198.775 1022.97,198.775 1023.39,198.775 1023.81,198.775 1024.24,198.775 1024.66,198.775 1025.08,198.775 1025.51,198.775 1025.93,198.775 \n",
       "  1026.35,198.775 1026.77,198.775 1027.2,198.775 1027.62,198.775 1028.04,198.775 1028.47,198.775 1028.89,198.775 1029.31,198.775 1029.73,198.775 1030.16,198.775 \n",
       "  1030.58,198.775 1031,198.775 1031.43,198.775 1031.85,198.775 1032.27,198.775 1032.69,198.775 1033.12,198.775 1033.54,198.775 1033.96,198.775 1034.38,198.775 \n",
       "  1034.81,198.775 1035.23,198.775 1035.65,198.775 1036.08,198.775 1036.5,198.775 1036.92,198.775 1037.34,198.775 1037.77,198.775 1038.19,198.775 1038.61,198.775 \n",
       "  1039.04,198.775 1039.46,198.775 1039.88,198.775 1040.3,198.775 1040.73,198.775 1041.15,198.775 1041.57,198.775 1042,198.775 1042.42,198.775 1042.84,198.775 \n",
       "  1043.26,198.775 1043.69,198.775 1044.11,198.775 1044.53,198.775 1044.96,198.775 1045.38,198.775 1045.8,198.775 1046.22,198.775 1046.65,198.775 1047.07,198.775 \n",
       "  1047.49,198.775 1047.92,198.775 1048.34,198.775 1048.76,198.775 1049.18,198.775 1049.61,198.775 1050.03,198.775 1050.45,198.775 1050.87,198.775 1051.3,198.775 \n",
       "  1051.72,198.775 1052.14,198.775 1052.57,198.775 1052.99,198.775 1053.41,198.775 1053.83,198.775 1054.26,198.775 1054.68,198.775 1055.1,198.775 1055.53,198.775 \n",
       "  1055.95,198.775 1056.37,198.775 1056.79,198.775 1057.22,198.775 1057.64,198.775 1058.06,198.775 1058.49,198.775 1058.91,198.775 1059.33,198.775 1059.75,198.775 \n",
       "  1060.18,198.775 1060.6,198.775 1061.02,198.775 1061.45,198.775 1061.87,198.775 1062.29,198.775 1062.71,198.775 1063.14,198.775 1063.56,198.775 1063.98,198.775 \n",
       "  1064.41,198.775 1064.83,198.775 1065.25,198.775 1065.67,198.775 1066.1,198.775 1066.52,198.775 1066.94,198.775 1067.37,198.775 1067.79,198.775 1068.21,198.775 \n",
       "  1068.63,198.775 1069.06,198.775 1069.48,198.775 1069.9,198.775 1070.32,198.775 1070.75,198.775 1071.17,198.775 1071.59,198.775 1072.02,198.775 1072.44,198.775 \n",
       "  1072.86,198.775 1073.28,198.775 1073.71,198.775 1074.13,198.775 1074.55,198.775 1074.98,198.775 1075.4,198.775 1075.82,198.775 1076.24,198.775 1076.67,198.775 \n",
       "  1077.09,198.775 1077.51,198.775 1077.94,198.775 1078.36,198.775 1078.78,198.775 1079.2,198.775 1079.63,198.775 1080.05,198.775 1080.47,198.775 1080.9,198.775 \n",
       "  1081.32,198.775 1081.74,198.775 1082.16,198.775 1082.59,198.775 1083.01,198.775 1083.43,198.775 1083.86,198.775 1084.28,198.775 1084.7,198.775 1085.12,198.775 \n",
       "  1085.55,198.775 1085.97,198.775 1086.39,198.775 1086.82,198.775 1087.24,198.775 1087.66,198.775 1088.08,198.775 1088.51,198.775 1088.93,198.775 1089.35,198.775 \n",
       "  1089.77,198.775 1090.2,198.775 1090.62,198.775 1091.04,198.775 1091.47,198.775 1091.89,198.775 1092.31,198.775 1092.73,198.775 1093.16,198.775 1093.58,198.775 \n",
       "  1094,198.775 1094.43,198.775 1094.85,198.775 1095.27,198.775 1095.69,198.775 1096.12,198.775 1096.54,198.775 1096.96,198.775 1097.39,198.775 1097.81,198.775 \n",
       "  1098.23,198.775 1098.65,198.775 1099.08,198.775 1099.5,198.775 1099.92,198.775 1100.35,198.775 1100.77,198.775 1101.19,198.775 1101.61,198.775 1102.04,198.775 \n",
       "  1102.46,198.775 1102.88,198.775 1103.31,198.775 1103.73,198.775 1104.15,198.775 1104.57,198.775 1105,198.775 1105.42,198.775 1105.84,198.775 1106.27,198.775 \n",
       "  1106.69,198.775 1107.11,198.775 1107.53,198.775 1107.96,198.775 1108.38,198.775 1108.8,198.775 1109.22,198.775 1109.65,198.775 1110.07,198.775 1110.49,198.775 \n",
       "  1110.92,198.775 1111.34,198.775 1111.76,198.775 1112.18,198.775 1112.61,198.775 1113.03,198.775 1113.45,198.775 1113.88,198.775 1114.3,198.775 1114.72,198.775 \n",
       "  1115.14,198.775 1115.57,198.775 1115.99,198.775 1116.41,198.775 1116.84,198.775 1117.26,198.775 1117.68,198.775 1118.1,198.775 1118.53,198.775 1118.95,198.775 \n",
       "  1119.37,198.775 1119.8,198.775 1120.22,198.775 1120.64,198.775 1121.06,198.775 1121.49,198.775 1121.91,198.775 1122.33,198.775 1122.76,198.775 1123.18,198.775 \n",
       "  1123.6,198.775 1124.02,198.775 1124.45,198.775 1124.87,198.775 1125.29,198.775 1125.72,198.775 1126.14,198.775 1126.56,198.775 1126.98,198.775 1127.41,198.775 \n",
       "  1127.83,198.775 1128.25,198.775 1128.67,198.775 1129.1,198.775 1129.52,198.775 1129.94,198.775 1130.37,198.775 1130.79,198.775 1131.21,198.775 1131.63,198.775 \n",
       "  1132.06,198.775 1132.48,198.775 1132.9,198.775 1133.33,198.775 1133.75,198.775 1134.17,198.775 1134.59,198.775 1135.02,198.775 1135.44,198.775 1135.86,198.775 \n",
       "  1136.29,198.775 1136.71,198.775 1137.13,198.775 1137.55,198.775 1137.98,198.775 1138.4,198.775 1138.82,198.775 1139.25,198.775 1139.67,198.775 1140.09,198.775 \n",
       "  1140.51,198.775 1140.94,198.775 1141.36,198.775 1141.78,198.775 1142.21,198.775 1142.63,198.775 1143.05,198.775 1143.47,198.775 1143.9,198.775 1144.32,198.775 \n",
       "  1144.74,198.775 1145.17,198.775 1145.59,198.775 1146.01,198.775 1146.43,198.775 1146.86,198.775 1147.28,198.775 1147.7,198.775 1148.12,198.775 1148.55,198.775 \n",
       "  1148.97,198.775 1149.39,198.775 1149.82,198.775 1150.24,198.775 1150.66,198.775 1151.08,198.775 1151.51,198.775 1151.93,198.775 1152.35,198.775 1152.78,198.775 \n",
       "  1153.2,198.775 1153.62,198.775 1154.04,198.775 1154.47,198.775 1154.89,198.775 1155.31,198.775 1155.74,198.775 1156.16,198.775 1156.58,198.775 1157,198.775 \n",
       "  1157.43,198.775 1157.85,198.775 1158.27,198.775 1158.7,198.775 1159.12,198.775 1159.54,198.775 1159.96,198.775 1160.39,198.775 1160.81,198.775 1161.23,198.775 \n",
       "  1161.66,198.775 1162.08,198.775 1162.5,198.775 1162.92,198.775 1163.35,198.775 1163.77,198.775 1164.19,198.775 1164.62,198.775 1165.04,198.775 1165.46,198.775 \n",
       "  1165.88,198.775 1166.31,198.775 1166.73,198.775 1167.15,198.775 1167.57,198.775 1168,198.775 1168.42,198.775 1168.84,198.775 1169.27,198.775 1169.69,198.775 \n",
       "  1170.11,198.775 1170.53,198.775 1170.96,198.775 1171.38,198.775 1171.8,198.775 1172.23,198.775 1172.65,198.775 1173.07,198.775 1173.49,198.775 1173.92,198.775 \n",
       "  1174.34,198.775 1174.76,198.775 1175.19,198.775 1175.61,198.775 1176.03,198.775 1176.45,198.775 1176.88,198.775 1177.3,198.775 1177.72,198.775 1178.15,198.775 \n",
       "  1178.57,198.775 1178.99,198.775 1179.41,198.775 1179.84,198.775 1180.26,198.775 1180.68,198.775 1181.11,198.775 1181.53,198.775 1181.95,198.775 1182.37,198.775 \n",
       "  1182.8,198.775 1183.22,198.775 1183.64,198.775 1184.07,198.775 1184.49,198.775 1184.91,198.775 1185.33,198.775 1185.76,198.775 1186.18,198.775 1186.6,198.775 \n",
       "  1187.02,198.775 1187.45,198.775 1187.87,198.775 1188.29,198.775 1188.72,198.775 1189.14,198.775 1189.56,198.775 1189.98,198.775 1190.41,198.775 1190.83,198.775 \n",
       "  1191.25,198.775 1191.68,198.775 1192.1,198.775 1192.52,198.775 1192.94,198.775 1193.37,198.775 1193.79,198.775 1194.21,198.775 1194.64,198.775 1195.06,198.775 \n",
       "  1195.48,198.775 1195.9,198.775 1196.33,198.775 1196.75,198.775 1197.17,198.775 1197.6,198.775 1198.02,198.775 1198.44,198.775 1198.86,198.775 1199.29,198.775 \n",
       "  1199.71,198.775 1200.13,198.775 1200.56,198.775 1200.98,198.775 1201.4,198.775 1201.82,198.775 1202.25,198.775 1202.67,198.775 1203.09,198.775 1203.52,198.775 \n",
       "  1203.94,198.775 1204.36,198.775 1204.78,198.775 1205.21,198.775 1205.63,198.775 1206.05,198.775 1206.47,198.775 1206.9,198.775 1207.32,198.775 1207.74,198.775 \n",
       "  1208.17,198.775 1208.59,198.775 1209.01,198.775 1209.43,198.775 1209.86,198.775 1210.28,198.775 1210.7,198.775 1211.13,198.775 1211.55,198.775 1211.97,198.775 \n",
       "  1212.39,198.775 1212.82,198.775 1213.24,198.775 1213.66,198.775 1214.09,198.775 1214.51,198.775 1214.93,198.775 1215.35,198.775 1215.78,198.775 1216.2,198.775 \n",
       "  1216.62,198.775 1217.05,198.775 1217.47,198.775 1217.89,198.775 1218.31,198.775 1218.74,198.775 1219.16,198.775 1219.58,198.775 1220.01,198.775 1220.43,198.775 \n",
       "  1220.85,198.775 1221.27,198.775 1221.7,198.775 1222.12,198.775 1222.54,198.775 1222.97,198.775 1223.39,198.775 1223.81,198.775 1224.23,198.775 1224.66,198.775 \n",
       "  1225.08,198.775 1225.5,198.775 1225.92,198.775 1226.35,198.775 1226.77,198.775 1227.19,198.775 1227.62,198.775 1228.04,198.775 1228.46,198.775 1228.88,198.775 \n",
       "  1229.31,198.775 1229.73,198.775 1230.15,198.775 1230.58,198.775 1231,198.775 1231.42,198.775 1231.84,198.775 1232.27,198.775 1232.69,198.775 1233.11,198.775 \n",
       "  1233.54,198.775 1233.96,198.775 1234.38,198.775 1234.8,198.775 1235.23,198.775 1235.65,198.775 1236.07,198.775 1236.5,198.775 1236.92,198.775 1237.34,198.775 \n",
       "  1237.76,198.775 1238.19,198.775 1238.61,198.775 1239.03,198.775 1239.46,198.775 1239.88,198.775 1240.3,198.775 1240.72,198.775 1241.15,198.775 1241.57,198.775 \n",
       "  1241.99,198.775 1242.42,198.775 1242.84,198.775 1243.26,198.775 1243.68,198.775 1244.11,198.775 1244.53,198.775 1244.95,198.775 1245.37,198.775 1245.8,198.775 \n",
       "  1246.22,198.775 1246.64,198.775 1247.07,198.775 1247.49,198.775 1247.91,198.775 1248.33,198.775 1248.76,198.775 1249.18,198.775 1249.6,198.775 1250.03,198.775 \n",
       "  1250.45,198.775 1250.87,198.775 1251.29,198.775 1251.72,198.775 1252.14,198.775 1252.56,198.775 1252.99,198.775 1253.41,198.775 1253.83,198.775 1254.25,198.775 \n",
       "  1254.68,198.775 1255.1,198.775 1255.52,198.775 1255.95,198.775 1256.37,198.775 1256.79,198.775 1257.21,198.775 1257.64,198.775 1258.06,198.775 1258.48,198.775 \n",
       "  1258.91,198.775 1259.33,198.775 1259.75,198.775 1260.17,198.775 1260.6,198.775 1261.02,198.775 1261.44,198.775 1261.87,198.775 1262.29,198.775 1262.71,198.775 \n",
       "  1263.13,198.775 1263.56,198.775 1263.98,198.775 1264.4,198.775 1264.82,198.775 1265.25,198.775 1265.67,198.775 1266.09,198.775 1266.52,198.775 1266.94,198.775 \n",
       "  1267.36,198.775 1267.78,198.775 1268.21,198.775 1268.63,198.775 1269.05,198.775 1269.48,198.775 1269.9,198.775 1270.32,198.775 1270.74,198.775 1271.17,198.775 \n",
       "  1271.59,198.775 1272.01,198.775 1272.44,198.775 1272.86,198.775 1273.28,198.775 1273.7,198.775 1274.13,198.775 1274.55,198.775 1274.97,198.775 1275.4,198.775 \n",
       "  1275.82,198.775 1276.24,198.775 1276.66,198.775 1277.09,198.775 1277.51,198.775 1277.93,198.775 1278.36,198.775 1278.78,198.775 1279.2,198.775 1279.62,198.775 \n",
       "  1280.05,198.775 1280.47,198.775 1280.89,198.775 1281.32,198.775 1281.74,198.775 1282.16,198.775 1282.58,198.775 1283.01,198.775 1283.43,198.775 1283.85,198.775 \n",
       "  1284.27,198.775 1284.7,198.775 1285.12,198.775 1285.54,198.775 1285.97,198.775 1286.39,198.775 1286.81,198.775 1287.23,198.775 1287.66,198.775 1288.08,198.775 \n",
       "  1288.5,198.775 1288.93,198.775 1289.35,198.775 1289.77,198.775 1290.19,198.775 1290.62,198.775 1291.04,198.775 1291.46,198.775 1291.89,198.775 1292.31,198.775 \n",
       "  1292.73,198.775 1293.15,198.775 1293.58,198.775 1294,198.775 1294.42,198.775 1294.85,198.775 1295.27,198.775 1295.69,198.775 1296.11,198.775 1296.54,198.775 \n",
       "  1296.96,198.775 1297.38,198.775 1297.81,198.775 1298.23,198.775 1298.65,198.775 1299.07,198.775 1299.5,198.775 1299.92,198.775 1300.34,198.775 1300.77,198.775 \n",
       "  1301.19,198.775 1301.61,198.775 1302.03,198.775 1302.46,198.775 1302.88,198.775 1303.3,198.775 1303.72,198.775 1304.15,198.775 1304.57,198.775 1304.99,198.775 \n",
       "  1305.42,198.775 1305.84,198.775 1306.26,198.775 1306.68,198.775 1307.11,198.775 1307.53,198.775 1307.95,198.775 1308.38,198.775 1308.8,198.775 1309.22,198.775 \n",
       "  1309.64,198.775 1310.07,198.775 1310.49,198.775 1310.91,198.775 1311.34,198.775 1311.76,198.775 1312.18,198.775 1312.6,198.775 1313.03,198.775 1313.45,198.775 \n",
       "  1313.87,198.775 1314.3,198.775 1314.72,198.775 1315.14,198.775 1315.56,198.775 1315.99,198.775 1316.41,198.775 1316.83,198.775 1317.26,198.775 1317.68,198.775 \n",
       "  1318.1,198.775 1318.52,198.775 1318.95,198.775 1319.37,198.775 1319.79,198.775 1320.22,198.775 1320.64,198.775 1321.06,198.775 1321.48,198.775 1321.91,198.775 \n",
       "  1322.33,198.775 1322.75,198.775 1323.17,198.775 1323.6,198.775 1324.02,198.775 1324.44,198.775 1324.87,198.775 1325.29,198.775 1325.71,198.775 1326.13,198.775 \n",
       "  1326.56,198.775 1326.98,198.775 1327.4,198.775 1327.83,198.775 1328.25,198.775 1328.67,198.775 1329.09,198.775 1329.52,198.775 1329.94,198.775 1330.36,198.775 \n",
       "  1330.79,198.775 1331.21,198.775 1331.63,198.775 1332.05,198.775 1332.48,198.775 1332.9,198.775 1333.32,198.775 1333.75,198.775 1334.17,198.775 1334.59,198.775 \n",
       "  1335.01,198.775 1335.44,198.775 1335.86,198.775 1336.28,198.775 1336.71,198.775 1337.13,198.775 1337.55,198.775 1337.97,198.775 1338.4,198.775 1338.82,198.775 \n",
       "  1339.24,198.775 1339.67,198.775 1340.09,198.775 1340.51,198.775 1340.93,198.775 1341.36,198.775 1341.78,198.775 1342.2,198.775 1342.62,198.775 1343.05,198.775 \n",
       "  1343.47,198.775 1343.89,198.775 1344.32,198.775 1344.74,198.775 1345.16,198.775 1345.58,198.775 1346.01,198.775 1346.43,198.775 1346.85,198.775 1347.28,198.775 \n",
       "  1347.7,198.775 1348.12,198.775 1348.54,198.775 1348.97,198.775 1349.39,198.775 1349.81,198.775 1350.24,198.775 1350.66,198.775 1351.08,198.775 1351.5,198.775 \n",
       "  1351.93,198.775 1352.35,198.775 1352.77,198.775 1353.2,198.775 1353.62,198.775 1354.04,198.775 1354.46,198.775 1354.89,198.775 1355.31,198.775 1355.73,198.775 \n",
       "  1356.16,198.775 1356.58,198.775 1357,198.775 1357.42,198.775 1357.85,198.775 1358.27,198.775 1358.69,198.775 1359.12,198.775 1359.54,198.775 1359.96,198.775 \n",
       "  1360.38,198.775 1360.81,198.775 1361.23,198.775 1361.65,198.775 1362.07,198.775 1362.5,198.775 1362.92,198.775 1363.34,198.775 1363.77,198.775 1364.19,198.775 \n",
       "  1364.61,198.775 1365.03,198.775 1365.46,198.775 1365.88,198.775 1366.3,198.775 1366.73,198.775 1367.15,198.775 1367.57,198.775 1367.99,198.775 1368.42,198.775 \n",
       "  1368.84,198.775 1369.26,198.775 1369.69,198.775 1370.11,198.775 1370.53,198.775 1370.95,198.775 1371.38,198.775 1371.8,198.775 1372.22,198.775 1372.65,198.775 \n",
       "  1373.07,198.775 1373.49,198.775 1373.91,198.775 1374.34,198.775 1374.76,198.775 1375.18,198.775 1375.61,198.775 1376.03,198.775 1376.45,198.775 1376.87,198.775 \n",
       "  1377.3,198.775 1377.72,198.775 1378.14,198.775 1378.57,198.775 1378.99,198.775 1379.41,198.775 1379.83,198.775 1380.26,198.775 1380.68,198.775 1381.1,198.775 \n",
       "  1381.52,198.775 1381.95,198.775 1382.37,198.775 1382.79,198.775 1383.22,198.775 1383.64,198.775 1384.06,198.775 1384.48,198.775 1384.91,198.775 1385.33,198.775 \n",
       "  1385.75,198.775 1386.18,198.775 1386.6,198.775 1387.02,198.775 1387.44,198.775 1387.87,198.775 1388.29,198.775 1388.71,198.775 1389.14,198.775 1389.56,198.775 \n",
       "  1389.98,198.775 1390.4,198.775 1390.83,198.775 1391.25,198.775 1391.67,198.775 1392.1,198.775 1392.52,198.775 1392.94,198.775 1393.36,198.775 1393.79,198.775 \n",
       "  1394.21,198.775 1394.63,198.775 1395.06,198.775 1395.48,198.775 1395.9,198.775 1396.32,198.775 1396.75,198.775 1397.17,198.775 1397.59,198.775 1398.02,198.775 \n",
       "  1398.44,198.775 1398.86,198.775 1399.28,198.775 1399.71,198.775 1400.13,198.775 1400.55,198.775 1400.97,198.775 1401.4,198.775 1401.82,198.775 1402.24,198.775 \n",
       "  1402.67,198.775 1403.09,198.775 1403.51,198.775 1403.93,198.775 1404.36,198.775 1404.78,198.775 1405.2,198.775 1405.63,198.775 1406.05,198.775 1406.47,198.775 \n",
       "  1406.89,198.775 1407.32,198.775 1407.74,198.775 1408.16,198.775 1408.59,198.775 1409.01,198.775 1409.43,198.775 1409.85,198.775 1410.28,198.775 1410.7,198.775 \n",
       "  1411.12,198.775 1411.55,198.775 1411.97,198.775 1412.39,198.775 1412.81,198.775 1413.24,198.775 1413.66,198.775 1414.08,198.775 1414.51,198.775 1414.93,198.775 \n",
       "  1415.35,198.775 1415.77,198.775 1416.2,198.775 1416.62,198.775 1417.04,198.775 1417.47,198.775 1417.89,198.775 1418.31,198.775 1418.73,198.775 1419.16,198.775 \n",
       "  1419.58,198.775 1420,198.775 1420.42,198.775 1420.85,198.775 1421.27,198.775 1421.69,198.775 1422.12,198.775 1422.54,198.775 1422.96,198.775 1423.38,198.775 \n",
       "  1423.81,198.775 1424.23,198.775 1424.65,198.775 1425.08,198.775 1425.5,198.775 1425.92,198.775 1426.34,198.775 1426.77,198.775 1427.19,198.775 1427.61,198.775 \n",
       "  1428.04,198.775 1428.46,198.775 1428.88,198.775 1429.3,198.775 1429.73,198.775 1430.15,198.775 1430.57,198.775 1431,198.775 1431.42,198.775 1431.84,198.775 \n",
       "  1432.26,198.775 1432.69,198.775 1433.11,198.775 1433.53,198.775 1433.96,198.775 1434.38,198.775 1434.8,198.775 1435.22,198.775 1435.65,198.775 1436.07,198.775 \n",
       "  1436.49,198.775 1436.92,198.775 1437.34,198.775 1437.76,198.775 1438.18,198.775 1438.61,198.775 1439.03,198.775 1439.45,198.775 1439.87,198.775 1440.3,198.775 \n",
       "  1440.72,198.775 1441.14,198.775 1441.57,198.775 1441.99,198.775 1442.41,198.775 1442.83,198.775 1443.26,198.775 1443.68,198.775 1444.1,198.775 1444.53,198.775 \n",
       "  1444.95,198.775 1445.37,198.775 1445.79,198.775 1446.22,198.775 1446.64,198.775 1447.06,198.775 1447.49,198.775 1447.91,198.775 1448.33,198.775 1448.75,198.775 \n",
       "  1449.18,198.775 1449.6,198.775 1450.02,198.775 1450.45,198.775 1450.87,198.775 1451.29,198.775 1451.71,198.775 1452.14,198.775 1452.56,198.775 1452.98,198.775 \n",
       "  1453.41,198.775 1453.83,198.775 1454.25,198.775 1454.67,198.775 1455.1,198.775 1455.52,198.775 1455.94,198.775 1456.37,198.775 1456.79,198.775 1457.21,198.775 \n",
       "  1457.63,198.775 1458.06,198.775 1458.48,198.775 1458.9,198.775 1459.32,198.775 1459.75,198.775 1460.17,198.775 1460.59,198.775 1461.02,198.775 1461.44,198.775 \n",
       "  1461.86,198.775 1462.28,198.775 1462.71,198.775 1463.13,198.775 1463.55,198.775 1463.98,198.775 1464.4,198.775 1464.82,198.775 1465.24,198.775 1465.67,198.775 \n",
       "  1466.09,198.775 1466.51,198.775 1466.94,198.775 1467.36,198.775 1467.78,198.775 1468.2,198.775 1468.63,198.775 1469.05,198.775 1469.47,198.775 1469.9,198.775 \n",
       "  1470.32,198.775 1470.74,198.775 1471.16,198.775 1471.59,198.775 1472.01,198.775 1472.43,198.775 1472.86,198.775 1473.28,198.775 1473.7,198.775 1474.12,198.775 \n",
       "  1474.55,198.775 1474.97,198.775 1475.39,198.775 1475.82,198.775 1476.24,198.775 1476.66,198.775 1477.08,198.775 1477.51,198.775 1477.93,198.775 1478.35,198.775 \n",
       "  1478.77,198.775 1479.2,198.775 1479.62,198.775 1480.04,198.775 1480.47,198.775 1480.89,198.775 1481.31,198.775 1481.73,198.775 1482.16,198.775 1482.58,198.775 \n",
       "  1483,198.775 1483.43,198.775 1483.85,198.775 1484.27,198.775 1484.69,198.775 1485.12,198.775 1485.54,198.775 1485.96,198.775 1486.39,198.775 1486.81,198.775 \n",
       "  1487.23,198.775 1487.65,198.775 1488.08,198.775 1488.5,198.775 1488.92,198.775 1489.35,198.775 1489.77,198.775 1490.19,198.775 1490.61,198.775 1491.04,198.775 \n",
       "  1491.46,198.775 1491.88,198.775 1492.31,198.775 1492.73,198.775 1493.15,198.775 1493.57,198.775 1494,198.775 1494.42,198.775 1494.84,198.775 1495.27,198.775 \n",
       "  1495.69,198.775 1496.11,198.775 1496.53,198.775 1496.96,198.775 1497.38,198.775 1497.8,198.775 1498.22,198.775 1498.65,198.775 1499.07,198.775 1499.49,198.775 \n",
       "  1499.92,198.775 1500.34,198.775 1500.76,198.775 1501.18,198.775 1501.61,198.775 1502.03,198.775 1502.45,198.775 1502.88,198.775 1503.3,198.775 1503.72,198.775 \n",
       "  1504.14,198.775 1504.57,198.775 1504.99,198.775 1505.41,198.775 1505.84,198.775 1506.26,198.775 1506.68,198.775 1507.1,198.775 1507.53,198.775 1507.95,198.775 \n",
       "  1508.37,198.775 1508.8,198.775 1509.22,198.775 1509.64,198.775 1510.06,198.775 1510.49,198.775 1510.91,198.775 1511.33,198.775 1511.76,198.775 1512.18,198.775 \n",
       "  1512.6,198.775 1513.02,198.775 1513.45,198.775 1513.87,198.775 1514.29,198.775 1514.71,198.775 1515.14,198.775 1515.56,198.775 1515.98,198.775 1516.41,198.775 \n",
       "  1516.83,198.775 1517.25,198.775 1517.67,198.775 1518.1,198.775 1518.52,198.775 1518.94,198.775 1519.37,198.775 1519.79,198.775 1520.21,198.775 1520.63,198.775 \n",
       "  1521.06,198.775 1521.48,198.775 1521.9,198.775 1522.33,198.775 1522.75,198.775 1523.17,198.775 1523.59,198.775 1524.02,198.775 1524.44,198.775 1524.86,198.775 \n",
       "  1525.29,198.775 1525.71,198.775 1526.13,198.775 1526.55,198.775 1526.98,198.775 1527.4,198.775 1527.82,198.775 1528.25,198.775 1528.67,198.775 1529.09,198.775 \n",
       "  1529.51,198.775 1529.94,198.775 1530.36,198.775 1530.78,198.775 1531.21,198.775 1531.63,198.775 1532.05,198.775 1532.47,198.775 1532.9,198.775 1533.32,198.775 \n",
       "  1533.74,198.775 1534.16,198.775 1534.59,198.775 1535.01,198.775 1535.43,198.775 1535.86,198.775 1536.28,198.775 1536.7,198.775 1537.12,198.775 1537.55,198.775 \n",
       "  1537.97,198.775 1538.39,198.775 1538.82,198.775 1539.24,198.775 1539.66,198.775 1540.08,198.775 1540.51,198.775 1540.93,198.775 1541.35,198.775 1541.78,198.775 \n",
       "  1542.2,198.775 1542.62,198.775 1543.04,198.775 1543.47,198.775 1543.89,198.775 1544.31,198.775 1544.74,198.775 1545.16,198.775 1545.58,198.775 1546,198.775 \n",
       "  1546.43,198.775 1546.85,198.775 1547.27,198.775 1547.7,198.775 1548.12,198.775 1548.54,198.775 1548.96,198.775 1549.39,198.775 1549.81,198.775 1550.23,198.775 \n",
       "  1550.66,198.775 1551.08,198.775 1551.5,198.775 1551.92,198.775 1552.35,198.775 1552.77,198.775 1553.19,198.775 1553.61,198.775 1554.04,198.775 1554.46,198.775 \n",
       "  1554.88,198.775 1555.31,198.775 1555.73,198.775 1556.15,198.775 1556.57,198.775 1557,198.775 1557.42,198.775 1557.84,198.775 1558.27,198.775 1558.69,198.775 \n",
       "  1559.11,198.775 1559.53,198.775 1559.96,198.775 1560.38,198.775 1560.8,198.775 1561.23,198.775 1561.65,198.775 1562.07,198.775 1562.49,198.775 1562.92,198.775 \n",
       "  1563.34,198.775 1563.76,198.775 1564.19,198.775 1564.61,198.775 1565.03,198.775 1565.45,198.775 1565.88,198.775 1566.3,198.775 1566.72,198.775 1567.15,198.775 \n",
       "  1567.57,198.775 1567.99,198.775 1568.41,198.775 1568.84,198.775 1569.26,198.775 1569.68,198.775 1570.11,198.775 1570.53,198.775 1570.95,198.775 1571.37,198.775 \n",
       "  1571.8,198.775 1572.22,198.775 1572.64,198.775 1573.06,198.775 1573.49,198.775 1573.91,198.775 1574.33,198.775 1574.76,198.775 1575.18,198.775 1575.6,198.775 \n",
       "  1576.02,198.775 1576.45,198.775 1576.87,198.775 1577.29,198.775 1577.72,198.775 1578.14,198.775 1578.56,198.775 1578.98,198.775 1579.41,198.775 1579.83,198.775 \n",
       "  1580.25,198.775 1580.68,198.775 1581.1,198.775 1581.52,198.775 1581.94,198.775 1582.37,198.775 1582.79,198.775 1583.21,198.775 1583.64,198.775 1584.06,198.775 \n",
       "  1584.48,198.775 1584.9,198.775 1585.33,198.775 1585.75,198.775 1586.17,198.775 1586.6,198.775 1587.02,198.775 1587.44,198.775 1587.86,198.775 1588.29,198.775 \n",
       "  1588.71,198.775 1589.13,198.775 1589.56,198.775 1589.98,198.775 1590.4,198.775 1590.82,198.775 1591.25,198.775 1591.67,198.775 1592.09,198.775 1592.51,198.775 \n",
       "  1592.94,198.775 1593.36,198.775 1593.78,198.775 1594.21,198.775 1594.63,198.775 1595.05,198.775 1595.47,198.775 1595.9,198.775 1596.32,198.775 1596.74,198.775 \n",
       "  1597.17,198.775 1597.59,198.775 1598.01,198.775 1598.43,198.775 1598.86,198.775 1599.28,198.775 1599.7,198.775 1600.13,198.775 1600.55,198.775 1600.97,198.775 \n",
       "  1601.39,198.775 1601.82,198.775 1602.24,198.775 1602.66,198.775 1603.09,198.775 1603.51,198.775 1603.93,198.775 1604.35,198.775 1604.78,198.775 1605.2,198.775 \n",
       "  1605.62,198.775 1606.05,198.775 1606.47,198.775 1606.89,198.775 1607.31,198.775 1607.74,198.775 1608.16,198.775 1608.58,198.775 1609.01,198.775 1609.43,198.775 \n",
       "  1609.85,198.775 1610.27,198.775 1610.7,198.775 1611.12,198.775 1611.54,198.775 1611.96,198.775 1612.39,198.775 1612.81,198.775 1613.23,198.775 1613.66,198.775 \n",
       "  1614.08,198.775 1614.5,198.775 1614.92,198.775 1615.35,198.775 1615.77,198.775 1616.19,198.775 1616.62,198.775 1617.04,198.775 1617.46,198.775 1617.88,198.775 \n",
       "  1618.31,198.775 1618.73,198.775 1619.15,198.775 1619.58,198.775 1620,198.775 1620.42,198.775 1620.84,198.775 1621.27,198.775 1621.69,198.775 1622.11,198.775 \n",
       "  1622.54,198.775 1622.96,198.775 1623.38,198.775 1623.8,198.775 1624.23,198.775 1624.65,198.775 1625.07,198.775 1625.5,198.775 1625.92,198.775 1626.34,198.775 \n",
       "  1626.76,198.775 1627.19,198.775 1627.61,198.775 1628.03,198.775 1628.46,198.775 1628.88,198.775 1629.3,198.775 1629.72,198.775 1630.15,198.775 1630.57,198.775 \n",
       "  1630.99,198.775 1631.41,198.775 1631.84,198.775 1632.26,198.775 1632.68,198.775 1633.11,198.775 1633.53,198.775 1633.95,198.775 1634.37,198.775 1634.8,198.775 \n",
       "  1635.22,198.775 1635.64,198.775 1636.07,198.775 1636.49,198.775 1636.91,198.775 1637.33,198.775 1637.76,198.775 1638.18,198.775 1638.6,198.775 1639.03,198.775 \n",
       "  1639.45,198.775 1639.87,198.775 1640.29,198.775 1640.72,198.775 1641.14,198.775 1641.56,198.775 1641.99,198.775 1642.41,198.775 1642.83,198.775 1643.25,198.775 \n",
       "  1643.68,198.775 1644.1,198.775 1644.52,198.775 1644.95,198.775 1645.37,198.775 1645.79,198.775 1646.21,198.775 1646.64,198.775 1647.06,198.775 1647.48,198.775 \n",
       "  1647.91,198.775 1648.33,198.775 1648.75,198.775 1649.17,198.775 1649.6,198.775 1650.02,198.775 1650.44,198.775 1650.86,198.775 1651.29,198.775 1651.71,198.775 \n",
       "  1652.13,198.775 1652.56,198.775 1652.98,198.775 1653.4,198.775 1653.82,198.775 1654.25,198.775 1654.67,198.775 1655.09,198.775 1655.52,198.775 1655.94,198.775 \n",
       "  1656.36,198.775 1656.78,198.775 1657.21,198.775 1657.63,198.775 1658.05,198.775 1658.48,198.775 1658.9,198.775 1659.32,198.775 1659.74,198.775 1660.17,198.775 \n",
       "  1660.59,198.775 1661.01,198.775 1661.44,198.775 1661.86,198.775 1662.28,198.775 1662.7,198.775 1663.13,198.775 1663.55,198.775 1663.97,198.775 1664.4,198.775 \n",
       "  1664.82,198.775 1665.24,198.775 1665.66,198.775 1666.09,198.775 1666.51,198.775 1666.93,198.775 1667.36,198.775 1667.78,198.775 1668.2,198.775 1668.62,198.775 \n",
       "  1669.05,198.775 1669.47,198.775 1669.89,198.775 1670.31,198.775 1670.74,198.775 1671.16,198.775 1671.58,198.775 1672.01,198.775 1672.43,198.775 1672.85,198.775 \n",
       "  1673.27,198.775 1673.7,198.775 1674.12,198.775 1674.54,198.775 1674.97,198.775 1675.39,198.775 1675.81,198.775 1676.23,198.775 1676.66,198.775 1677.08,198.775 \n",
       "  1677.5,198.775 1677.93,198.775 1678.35,198.775 1678.77,198.775 1679.19,198.775 1679.62,198.775 1680.04,198.775 1680.46,198.775 1680.89,198.775 1681.31,198.775 \n",
       "  1681.73,198.775 1682.15,198.775 1682.58,198.775 1683,198.775 1683.42,198.775 1683.85,198.775 1684.27,198.775 1684.69,198.775 1685.11,198.775 1685.54,198.775 \n",
       "  1685.96,198.775 1686.38,198.775 1686.81,198.775 1687.23,198.775 1687.65,198.775 1688.07,198.775 1688.5,198.775 1688.92,198.775 1689.34,198.775 1689.76,198.775 \n",
       "  1690.19,198.775 1690.61,198.775 1691.03,198.775 1691.46,198.775 1691.88,198.775 1692.3,198.775 1692.72,198.775 1693.15,198.775 1693.57,198.775 1693.99,198.775 \n",
       "  1694.42,198.775 1694.84,198.775 1695.26,198.775 1695.68,198.775 1696.11,198.775 1696.53,198.775 1696.95,198.775 1697.38,198.775 1697.8,198.775 1698.22,198.775 \n",
       "  1698.64,198.775 1699.07,198.775 1699.49,198.775 1699.91,198.775 1700.34,198.775 1700.76,198.775 1701.18,198.775 1701.6,198.775 1702.03,198.775 1702.45,198.775 \n",
       "  1702.87,198.775 1703.3,198.775 1703.72,198.775 1704.14,198.775 1704.56,198.775 1704.99,198.775 1705.41,198.775 1705.83,198.775 1706.26,198.775 1706.68,198.775 \n",
       "  1707.1,198.775 1707.52,198.775 1707.95,198.775 1708.37,198.775 1708.79,198.775 1709.21,198.775 1709.64,198.775 1710.06,198.775 1710.48,198.775 1710.91,198.775 \n",
       "  1711.33,198.775 1711.75,198.775 1712.17,198.775 1712.6,198.775 1713.02,198.775 1713.44,198.775 1713.87,198.775 1714.29,198.775 1714.71,198.775 1715.13,198.775 \n",
       "  1715.56,198.775 1715.98,198.775 1716.4,198.775 1716.83,198.775 1717.25,198.775 1717.67,198.775 1718.09,198.775 1718.52,198.775 1718.94,198.775 1719.36,198.775 \n",
       "  1719.79,198.775 1720.21,198.775 1720.63,198.775 1721.05,198.775 1721.48,198.775 1721.9,198.775 1722.32,198.775 1722.75,198.775 1723.17,198.775 1723.59,198.775 \n",
       "  1724.01,198.775 1724.44,198.775 1724.86,198.775 1725.28,198.775 1725.71,198.775 1726.13,198.775 1726.55,198.775 1726.97,198.775 1727.4,198.775 1727.82,198.775 \n",
       "  1728.24,198.775 1728.66,198.775 1729.09,198.775 1729.51,198.775 1729.93,198.775 1730.36,198.775 1730.78,198.775 1731.2,198.775 1731.62,198.775 1732.05,198.775 \n",
       "  1732.47,198.775 1732.89,198.775 1733.32,198.775 1733.74,198.775 1734.16,198.775 1734.58,198.775 1735.01,198.775 1735.43,198.775 1735.85,198.775 1736.28,198.775 \n",
       "  1736.7,198.775 1737.12,198.775 1737.54,198.775 1737.97,198.775 1738.39,198.775 1738.81,198.775 1739.24,198.775 1739.66,198.775 1740.08,198.775 1740.5,198.775 \n",
       "  1740.93,198.775 1741.35,198.775 1741.77,198.775 1742.2,198.775 1742.62,198.775 1743.04,198.775 1743.46,198.775 1743.89,198.775 1744.31,198.775 1744.73,198.775 \n",
       "  1745.16,198.775 1745.58,198.775 1746,198.775 1746.42,198.775 1746.85,198.775 1747.27,198.775 1747.69,198.775 1748.11,198.775 1748.54,198.775 1748.96,198.775 \n",
       "  1749.38,198.775 1749.81,198.775 1750.23,198.775 1750.65,198.775 1751.07,198.775 1751.5,198.775 1751.92,198.775 1752.34,198.775 1752.77,198.775 1753.19,198.775 \n",
       "  1753.61,198.775 1754.03,198.775 1754.46,198.775 1754.88,198.775 1755.3,198.775 1755.73,198.775 1756.15,198.775 1756.57,198.775 1756.99,198.775 1757.42,198.775 \n",
       "  1757.84,198.775 1758.26,198.775 1758.69,198.775 1759.11,198.775 1759.53,198.775 1759.95,198.775 1760.38,198.775 1760.8,198.775 1761.22,198.775 1761.65,198.775 \n",
       "  1762.07,198.775 1762.49,198.775 1762.91,198.775 1763.34,198.775 1763.76,198.775 1764.18,198.775 1764.61,198.775 1765.03,198.775 1765.45,198.775 1765.87,198.775 \n",
       "  1766.3,198.775 1766.72,198.775 1767.14,198.775 1767.56,198.775 1767.99,198.775 1768.41,198.775 1768.83,198.775 1769.26,198.775 1769.68,198.775 1770.1,198.775 \n",
       "  1770.52,198.775 1770.95,198.775 1771.37,198.775 1771.79,198.775 1772.22,198.775 1772.64,198.775 1773.06,198.775 1773.48,198.775 1773.91,198.775 1774.33,198.775 \n",
       "  1774.75,198.775 1775.18,198.775 1775.6,198.775 1776.02,198.775 1776.44,198.775 1776.87,198.775 1777.29,198.775 1777.71,198.775 1778.14,198.775 1778.56,198.775 \n",
       "  1778.98,198.775 1779.4,198.775 1779.83,198.775 1780.25,198.775 1780.67,198.775 1781.1,198.775 1781.52,198.775 1781.94,198.775 1782.36,198.775 1782.79,198.775 \n",
       "  1783.21,198.775 1783.63,198.775 1784.06,198.775 1784.48,198.775 1784.9,198.775 1785.32,198.775 1785.75,198.775 1786.17,198.775 1786.59,198.775 1787.01,198.775 \n",
       "  1787.44,198.775 1787.86,198.775 1788.28,198.775 1788.71,198.775 1789.13,198.775 1789.55,198.775 1789.97,198.775 1790.4,198.775 1790.82,198.775 1791.24,198.775 \n",
       "  1791.67,198.775 1792.09,198.775 1792.51,198.775 1792.93,198.775 1793.36,198.775 1793.78,198.775 1794.2,198.775 1794.63,198.775 1795.05,198.775 1795.47,198.775 \n",
       "  1795.89,198.775 1796.32,198.775 1796.74,198.775 1797.16,198.775 1797.59,198.775 1798.01,198.775 1798.43,198.775 1798.85,198.775 1799.28,198.775 1799.7,198.775 \n",
       "  1800.12,198.775 1800.55,198.775 1800.97,198.775 1801.39,198.775 1801.81,198.775 1802.24,198.775 1802.66,198.775 1803.08,198.775 1803.51,198.775 1803.93,198.775 \n",
       "  1804.35,198.775 1804.77,198.775 1805.2,198.775 1805.62,198.775 1806.04,198.775 1806.46,198.775 1806.89,198.775 1807.31,198.775 1807.73,198.775 1808.16,198.775 \n",
       "  1808.58,198.775 1809,198.775 1809.42,198.775 1809.85,198.775 1810.27,198.775 1810.69,198.775 1811.12,198.775 1811.54,198.775 1811.96,198.775 1812.38,198.775 \n",
       "  1812.81,198.775 1813.23,198.775 1813.65,198.775 1814.08,198.775 1814.5,198.775 1814.92,198.775 1815.34,198.775 1815.77,198.775 1816.19,198.775 1816.61,198.775 \n",
       "  1817.04,198.775 1817.46,198.775 1817.88,198.775 1818.3,198.775 1818.73,198.775 1819.15,198.775 1819.57,198.775 1820,198.775 1820.42,198.775 1820.84,198.775 \n",
       "  1821.26,198.775 1821.69,198.775 1822.11,198.775 1822.53,198.775 1822.96,198.775 1823.38,198.775 1823.8,198.775 1824.22,198.775 1824.65,198.775 1825.07,198.775 \n",
       "  1825.49,198.775 1825.91,198.775 1826.34,198.775 1826.76,198.775 1827.18,198.775 1827.61,198.775 1828.03,198.775 1828.45,198.775 1828.87,198.775 1829.3,198.775 \n",
       "  1829.72,198.775 1830.14,198.775 1830.57,198.775 1830.99,198.775 1831.41,198.775 1831.83,198.775 1832.26,198.775 1832.68,198.775 1833.1,198.775 1833.53,198.775 \n",
       "  1833.95,198.775 1834.37,198.775 1834.79,198.775 1835.22,198.775 1835.64,198.775 1836.06,198.775 1836.49,198.775 1836.91,198.775 1837.33,198.775 1837.75,198.775 \n",
       "  1838.18,198.775 1838.6,198.775 1839.02,198.775 1839.45,198.775 1839.87,198.775 1840.29,198.775 1840.71,198.775 1841.14,198.775 1841.56,198.775 1841.98,198.775 \n",
       "  1842.41,198.775 1842.83,198.775 1843.25,198.775 1843.67,198.775 1844.1,198.775 1844.52,198.775 1844.94,198.775 1845.36,198.775 1845.79,198.775 1846.21,198.775 \n",
       "  1846.63,198.775 1847.06,198.775 1847.48,198.775 1847.9,198.775 1848.32,198.775 1848.75,198.775 1849.17,198.775 1849.59,198.775 1850.02,198.775 1850.44,198.775 \n",
       "  1850.86,198.775 1851.28,198.775 1851.71,198.775 1852.13,198.775 1852.55,198.775 1852.98,198.775 1853.4,198.775 1853.82,198.775 1854.24,198.775 1854.67,198.775 \n",
       "  1855.09,198.775 1855.51,198.775 1855.94,198.775 1856.36,198.775 1856.78,198.775 1857.2,198.775 1857.63,198.775 1858.05,198.775 1858.47,198.775 1858.9,198.775 \n",
       "  1859.32,198.775 1859.74,198.775 1860.16,198.775 1860.59,198.775 1861.01,198.775 1861.43,198.775 1861.86,198.775 1862.28,198.775 1862.7,198.775 1863.12,198.775 \n",
       "  1863.55,198.775 1863.97,198.775 1864.39,198.775 1864.81,198.775 1865.24,198.775 1865.66,198.775 1866.08,198.775 1866.51,198.775 1866.93,198.775 1867.35,198.775 \n",
       "  1867.77,198.775 1868.2,198.775 1868.62,198.775 1869.04,198.775 1869.47,198.775 1869.89,198.775 1870.31,198.775 1870.73,198.775 1871.16,198.775 1871.58,198.775 \n",
       "  1872,198.775 1872.43,198.775 1872.85,198.775 1873.27,198.775 1873.69,198.775 1874.12,198.775 1874.54,198.775 1874.96,198.775 1875.39,198.775 1875.81,198.775 \n",
       "  1876.23,198.775 1876.65,198.775 1877.08,198.775 1877.5,198.775 1877.92,198.775 1878.35,198.775 1878.77,198.775 1879.19,198.775 1879.61,198.775 1880.04,198.775 \n",
       "  1880.46,198.775 1880.88,198.775 1881.31,198.775 1881.73,198.775 1882.15,198.775 1882.57,198.775 1883,198.775 1883.42,198.775 1883.84,198.775 1884.26,198.775 \n",
       "  1884.69,198.775 1885.11,198.775 1885.53,198.775 1885.96,198.775 1886.38,198.775 1886.8,198.775 1887.22,198.775 1887.65,198.775 1888.07,198.775 1888.49,198.775 \n",
       "  1888.92,198.775 1889.34,198.775 1889.76,198.775 1890.18,198.775 1890.61,198.775 1891.03,198.775 1891.45,198.775 1891.88,198.775 1892.3,198.775 1892.72,198.775 \n",
       "  1893.14,198.775 1893.57,198.775 1893.99,198.775 1894.41,198.775 1894.84,198.775 1895.26,198.775 1895.68,198.775 1896.1,198.775 1896.53,198.775 1896.95,198.775 \n",
       "  1897.37,198.775 1897.8,198.775 1898.22,198.775 1898.64,198.775 1899.06,198.775 1899.49,198.775 1899.91,198.775 1900.33,198.775 1900.76,198.775 1901.18,198.775 \n",
       "  1901.6,198.775 1902.02,198.775 1902.45,198.775 1902.87,198.775 1903.29,198.775 1903.71,198.775 1904.14,198.775 1904.56,198.775 1904.98,198.775 1905.41,198.775 \n",
       "  1905.83,198.775 1906.25,198.775 1906.67,198.775 1907.1,198.775 1907.52,198.775 1907.94,198.775 1908.37,198.775 1908.79,198.775 1909.21,198.775 1909.63,198.775 \n",
       "  1910.06,198.775 1910.48,198.775 1910.9,198.775 1911.33,198.775 1911.75,198.775 1912.17,198.775 1912.59,198.775 1913.02,198.775 1913.44,198.775 1913.86,198.775 \n",
       "  1914.29,198.775 1914.71,198.775 1915.13,198.775 1915.55,198.775 1915.98,198.775 1916.4,198.775 1916.82,198.775 1917.25,198.775 1917.67,198.775 1918.09,198.775 \n",
       "  1918.51,198.775 1918.94,198.775 1919.36,198.775 1919.78,198.775 1920.21,198.775 1920.63,198.775 1921.05,198.775 1921.47,198.775 1921.9,198.775 1922.32,198.775 \n",
       "  1922.74,198.775 1923.16,198.775 1923.59,198.775 1924.01,198.775 1924.43,198.775 1924.86,198.775 1925.28,198.775 1925.7,198.775 1926.12,198.775 1926.55,198.775 \n",
       "  1926.97,198.775 1927.39,198.775 1927.82,198.775 1928.24,198.775 1928.66,198.775 1929.08,198.775 1929.51,198.775 1929.93,198.775 1930.35,198.775 1930.78,198.775 \n",
       "  1931.2,198.775 1931.62,198.775 1932.04,198.775 1932.47,198.775 1932.89,198.775 1933.31,198.775 1933.74,198.775 1934.16,198.775 1934.58,198.775 1935,198.775 \n",
       "  1935.43,198.775 1935.85,198.775 1936.27,198.775 1936.7,198.775 1937.12,198.775 1937.54,198.775 1937.96,198.775 1938.39,198.775 1938.81,198.775 1939.23,198.775 \n",
       "  1939.66,198.775 1940.08,198.775 1940.5,198.775 1940.92,198.775 1941.35,198.775 1941.77,198.775 1942.19,198.775 1942.61,198.775 1943.04,198.775 1943.46,198.775 \n",
       "  1943.88,198.775 1944.31,198.775 1944.73,198.775 1945.15,198.775 1945.57,198.775 1946,198.775 1946.42,198.775 1946.84,198.775 1947.27,198.775 1947.69,198.775 \n",
       "  1948.11,198.775 1948.53,198.775 1948.96,198.775 1949.38,198.775 1949.8,198.775 1950.23,198.775 1950.65,198.775 1951.07,198.775 1951.49,198.775 1951.92,198.775 \n",
       "  1952.34,198.775 1952.76,198.775 1953.19,198.775 1953.61,198.775 1954.03,198.775 1954.45,198.775 1954.88,198.775 1955.3,198.775 1955.72,198.775 1956.15,198.775 \n",
       "  1956.57,198.775 1956.99,198.775 1957.41,198.775 1957.84,198.775 1958.26,198.775 1958.68,198.775 1959.11,198.775 1959.53,198.775 1959.95,198.775 1960.37,198.775 \n",
       "  1960.8,198.775 1961.22,198.775 1961.64,198.775 1962.06,198.775 1962.49,198.775 1962.91,198.775 1963.33,198.775 1963.76,198.775 1964.18,198.775 1964.6,198.775 \n",
       "  1965.02,198.775 1965.45,198.775 1965.87,198.775 1966.29,198.775 1966.72,198.775 1967.14,198.775 1967.56,198.775 1967.98,198.775 1968.41,198.775 1968.83,198.775 \n",
       "  1969.25,198.775 1969.68,198.775 1970.1,198.775 1970.52,198.775 1970.94,198.775 1971.37,198.775 1971.79,198.775 1972.21,198.775 1972.64,198.775 1973.06,198.775 \n",
       "  1973.48,198.775 1973.9,198.775 1974.33,198.775 1974.75,198.775 1975.17,198.775 1975.6,198.775 1976.02,198.775 1976.44,198.775 1976.86,198.775 1977.29,198.775 \n",
       "  1977.71,198.775 1978.13,198.775 1978.55,198.775 1978.98,198.775 1979.4,198.775 1979.82,198.775 1980.25,198.775 1980.67,198.775 1981.09,198.775 1981.51,198.775 \n",
       "  1981.94,198.775 1982.36,198.775 1982.78,198.775 1983.21,198.775 1983.63,198.775 1984.05,198.775 1984.47,198.775 1984.9,198.775 1985.32,198.775 1985.74,198.775 \n",
       "  1986.17,198.775 1986.59,198.775 1987.01,198.775 1987.43,198.775 1987.86,198.775 1988.28,198.775 1988.7,198.775 1989.13,198.775 1989.55,198.775 1989.97,198.775 \n",
       "  1990.39,198.775 1990.82,198.775 1991.24,198.775 1991.66,198.775 1992.09,198.775 1992.51,198.775 1992.93,198.775 1993.35,198.775 1993.78,198.775 1994.2,198.775 \n",
       "  1994.62,198.775 1995.05,198.775 1995.47,198.775 1995.89,198.775 1996.31,198.775 1996.74,198.775 1997.16,198.775 1997.58,198.775 1998,198.775 1998.43,198.775 \n",
       "  1998.85,198.775 1999.27,198.775 1999.7,198.775 2000.12,198.775 2000.54,198.775 2000.96,198.775 2001.39,198.775 2001.81,198.775 2002.23,198.775 2002.66,198.775 \n",
       "  2003.08,198.775 2003.5,198.775 2003.92,198.775 2004.35,198.775 2004.77,198.775 2005.19,198.775 2005.62,198.775 2006.04,198.775 2006.46,198.775 2006.88,198.775 \n",
       "  2007.31,198.775 2007.73,198.775 2008.15,198.775 2008.58,198.775 2009,198.775 2009.42,198.775 2009.84,198.775 2010.27,198.775 2010.69,198.775 2011.11,198.775 \n",
       "  2011.54,198.775 2011.96,198.775 2012.38,198.775 2012.8,198.775 2013.23,198.775 2013.65,198.775 2014.07,198.775 2014.5,198.775 2014.92,198.775 2015.34,198.775 \n",
       "  2015.76,198.775 2016.19,198.775 2016.61,198.775 2017.03,198.775 2017.45,198.775 2017.88,198.775 2018.3,198.775 2018.72,198.775 2019.15,198.775 2019.57,198.775 \n",
       "  2019.99,198.775 2020.41,198.775 2020.84,198.775 2021.26,198.775 2021.68,198.775 2022.11,198.775 2022.53,198.775 2022.95,198.775 2023.37,198.775 2023.8,198.775 \n",
       "  2024.22,198.775 2024.64,198.775 2025.07,198.775 2025.49,198.775 2025.91,198.775 2026.33,198.775 2026.76,198.775 2027.18,198.775 2027.6,198.775 2028.03,198.775 \n",
       "  2028.45,198.775 2028.87,198.775 2029.29,198.775 2029.72,198.775 2030.14,198.775 2030.56,198.775 2030.99,198.775 2031.41,198.775 2031.83,198.775 2032.25,198.775 \n",
       "  2032.68,198.775 2033.1,198.775 2033.52,198.775 2033.95,198.775 2034.37,198.775 2034.79,198.775 2035.21,198.775 2035.64,198.775 2036.06,198.775 2036.48,198.775 \n",
       "  2036.9,198.775 2037.33,198.775 2037.75,198.775 2038.17,198.775 2038.6,198.775 2039.02,198.775 2039.44,198.775 2039.86,198.775 2040.29,198.775 2040.71,198.775 \n",
       "  2041.13,198.775 2041.56,198.775 2041.98,198.775 2042.4,198.775 2042.82,198.775 2043.25,198.775 2043.67,198.775 2044.09,198.775 2044.52,198.775 2044.94,198.775 \n",
       "  2045.36,198.775 2045.78,198.775 2046.21,198.775 2046.63,198.775 2047.05,198.775 2047.48,198.775 2047.9,198.775 2048.32,198.775 2048.74,198.775 2049.17,198.775 \n",
       "  2049.59,198.775 2050.01,198.775 2050.44,198.775 2050.86,198.775 2051.28,198.775 2051.7,198.775 2052.13,198.775 2052.55,198.775 2052.97,198.775 2053.4,198.775 \n",
       "  2053.82,198.775 2054.24,198.775 2054.66,198.775 2055.09,198.775 2055.51,198.775 2055.93,198.775 2056.35,198.775 2056.78,198.775 2057.2,198.775 2057.62,198.775 \n",
       "  2058.05,198.775 2058.47,198.775 2058.89,198.775 2059.31,198.775 2059.74,198.775 2060.16,198.775 2060.58,198.775 2061.01,198.775 2061.43,198.775 2061.85,198.775 \n",
       "  2062.27,198.775 2062.7,198.775 2063.12,198.775 2063.54,198.775 2063.97,198.775 2064.39,198.775 2064.81,198.775 2065.23,198.775 2065.66,198.775 2066.08,198.775 \n",
       "  2066.5,198.775 2066.93,198.775 2067.35,198.775 2067.77,198.775 2068.19,198.775 2068.62,198.775 2069.04,198.775 2069.46,198.775 2069.89,198.775 2070.31,198.775 \n",
       "  2070.73,198.775 2071.15,198.775 2071.58,198.775 2072,198.775 2072.42,198.775 2072.85,198.775 2073.27,198.775 2073.69,198.775 2074.11,198.775 2074.54,198.775 \n",
       "  2074.96,198.775 2075.38,198.775 2075.8,198.775 2076.23,198.775 2076.65,198.775 2077.07,198.775 2077.5,198.775 2077.92,198.775 2078.34,198.775 2078.76,198.775 \n",
       "  2079.19,198.775 2079.61,198.775 2080.03,198.775 2080.46,198.775 2080.88,198.775 2081.3,198.775 2081.72,198.775 2082.15,198.775 2082.57,198.775 2082.99,198.775 \n",
       "  2083.42,198.775 2083.84,198.775 2084.26,198.775 2084.68,198.775 2085.11,198.775 2085.53,198.775 2085.95,198.775 2086.38,198.775 2086.8,198.775 2087.22,198.775 \n",
       "  2087.64,198.775 2088.07,198.775 2088.49,198.775 2088.91,198.775 2089.34,198.775 2089.76,198.775 2090.18,198.775 2090.6,198.775 2091.03,198.775 2091.45,198.775 \n",
       "  2091.87,198.775 2092.3,198.775 2092.72,198.775 2093.14,198.775 2093.56,198.775 2093.99,198.775 2094.41,198.775 2094.83,198.775 2095.25,198.775 2095.68,198.775 \n",
       "  2096.1,198.775 2096.52,198.775 2096.95,198.775 2097.37,198.775 2097.79,198.775 2098.21,198.775 2098.64,198.775 2099.06,198.775 2099.48,198.775 2099.91,198.775 \n",
       "  2100.33,198.775 2100.75,198.775 2101.17,198.775 2101.6,198.775 2102.02,198.775 2102.44,198.775 2102.87,198.775 2103.29,198.775 2103.71,198.775 2104.13,198.775 \n",
       "  2104.56,198.775 2104.98,198.775 2105.4,198.775 2105.83,198.775 2106.25,198.775 2106.67,198.775 2107.09,198.775 2107.52,198.775 2107.94,198.775 2108.36,198.775 \n",
       "  2108.79,198.775 2109.21,198.775 2109.63,198.775 2110.05,198.775 2110.48,198.775 2110.9,198.775 2111.32,198.775 2111.75,198.775 2112.17,198.775 2112.59,198.775 \n",
       "  2113.01,198.775 2113.44,198.775 2113.86,198.775 2114.28,198.775 2114.7,198.775 2115.13,198.775 2115.55,198.775 2115.97,198.775 2116.4,198.775 2116.82,198.775 \n",
       "  2117.24,198.775 2117.66,198.775 2118.09,198.775 2118.51,198.775 2118.93,198.775 2119.36,198.775 2119.78,198.775 2120.2,198.775 2120.62,198.775 2121.05,198.775 \n",
       "  2121.47,198.775 2121.89,198.775 2122.32,198.775 2122.74,198.775 2123.16,198.775 2123.58,198.775 2124.01,198.775 2124.43,198.775 2124.85,198.775 2125.28,198.775 \n",
       "  2125.7,198.775 2126.12,198.775 2126.54,198.775 2126.97,198.775 2127.39,198.775 2127.81,198.775 2128.24,198.775 2128.66,198.775 2129.08,198.775 2129.5,198.775 \n",
       "  2129.93,198.775 2130.35,198.775 2130.77,198.775 2131.2,198.775 2131.62,198.775 2132.04,198.775 2132.46,198.775 2132.89,198.775 2133.31,198.775 2133.73,198.775 \n",
       "  2134.15,198.775 2134.58,198.775 2135,198.775 2135.42,198.775 2135.85,198.775 2136.27,198.775 2136.69,198.775 2137.11,198.775 2137.54,198.775 2137.96,198.775 \n",
       "  2138.38,198.775 2138.81,198.775 2139.23,198.775 2139.65,198.775 2140.07,198.775 2140.5,198.775 2140.92,198.775 2141.34,198.775 2141.77,198.775 2142.19,198.775 \n",
       "  2142.61,198.775 2143.03,198.775 2143.46,198.775 2143.88,198.775 2144.3,198.775 2144.73,198.775 2145.15,198.775 2145.57,198.775 2145.99,198.775 2146.42,198.775 \n",
       "  2146.84,198.775 2147.26,198.775 2147.69,198.775 2148.11,198.775 2148.53,198.775 2148.95,198.775 2149.38,198.775 2149.8,198.775 2150.22,198.775 2150.65,198.775 \n",
       "  2151.07,198.775 2151.49,198.775 2151.91,198.775 2152.34,198.775 2152.76,198.775 2153.18,198.775 2153.6,198.775 2154.03,198.775 2154.45,198.775 2154.87,198.775 \n",
       "  2155.3,198.775 2155.72,198.775 2156.14,198.775 2156.56,198.775 2156.99,198.775 2157.41,198.775 2157.83,198.775 2158.26,198.775 2158.68,198.775 2159.1,198.775 \n",
       "  2159.52,198.775 2159.95,198.775 2160.37,198.775 2160.79,198.775 2161.22,198.775 2161.64,198.775 2162.06,198.775 2162.48,198.775 2162.91,198.775 2163.33,198.775 \n",
       "  2163.75,198.775 2164.18,198.775 2164.6,198.775 2165.02,198.775 2165.44,198.775 2165.87,198.775 2166.29,198.775 2166.71,198.775 2167.14,198.775 2167.56,198.775 \n",
       "  2167.98,198.775 2168.4,198.775 2168.83,198.775 2169.25,198.775 2169.67,198.775 2170.1,198.775 2170.52,198.775 2170.94,198.775 2171.36,198.775 2171.79,198.775 \n",
       "  2172.21,198.775 2172.63,198.775 2173.05,198.775 2173.48,198.775 2173.9,198.775 2174.32,198.775 2174.75,198.775 2175.17,198.775 2175.59,198.775 2176.01,198.775 \n",
       "  2176.44,198.775 2176.86,198.775 2177.28,198.775 2177.71,198.775 2178.13,198.775 2178.55,198.775 2178.97,198.775 2179.4,198.775 2179.82,198.775 2180.24,198.775 \n",
       "  2180.67,198.775 2181.09,198.775 2181.51,198.775 2181.93,198.775 2182.36,198.775 2182.78,198.775 2183.2,198.775 2183.63,198.775 2184.05,198.775 2184.47,198.775 \n",
       "  2184.89,198.775 2185.32,198.775 2185.74,198.775 2186.16,198.775 2186.59,198.775 2187.01,198.775 2187.43,198.775 2187.85,198.775 2188.28,198.775 2188.7,198.775 \n",
       "  2189.12,198.775 2189.55,198.775 2189.97,198.775 2190.39,198.775 2190.81,198.775 2191.24,198.775 2191.66,198.775 2192.08,198.775 2192.5,198.775 2192.93,198.775 \n",
       "  2193.35,198.775 2193.77,198.775 2194.2,198.775 2194.62,198.775 2195.04,198.775 2195.46,198.775 2195.89,198.775 2196.31,198.775 2196.73,198.775 2197.16,198.775 \n",
       "  2197.58,198.775 2198,198.775 2198.42,198.775 2198.85,198.775 2199.27,198.775 2199.69,198.775 2200.12,198.775 2200.54,198.775 2200.96,198.775 2201.38,198.775 \n",
       "  2201.81,198.775 2202.23,198.775 2202.65,198.775 2203.08,198.775 2203.5,198.775 2203.92,198.775 2204.34,198.775 2204.77,198.775 2205.19,198.775 2205.61,198.775 \n",
       "  2206.04,198.775 2206.46,198.775 2206.88,198.775 2207.3,198.775 2207.73,198.775 2208.15,198.775 2208.57,198.775 2209,198.775 2209.42,198.775 2209.84,198.775 \n",
       "  2210.26,198.775 2210.69,198.775 2211.11,198.775 2211.53,198.775 2211.95,198.775 2212.38,198.775 2212.8,198.775 2213.22,198.775 2213.65,198.775 2214.07,198.775 \n",
       "  2214.49,198.775 2214.91,198.775 2215.34,198.775 2215.76,198.775 2216.18,198.775 2216.61,198.775 2217.03,198.775 2217.45,198.775 2217.87,198.775 2218.3,198.775 \n",
       "  2218.72,198.775 2219.14,198.775 2219.57,198.775 2219.99,198.775 2220.41,198.775 2220.83,198.775 2221.26,198.775 2221.68,198.775 2222.1,198.775 2222.53,198.775 \n",
       "  2222.95,198.775 2223.37,198.775 2223.79,198.775 2224.22,198.775 2224.64,198.775 2225.06,198.775 2225.49,198.775 2225.91,198.775 2226.33,198.775 2226.75,198.775 \n",
       "  2227.18,198.775 2227.6,198.775 2228.02,198.775 2228.45,198.775 2228.87,198.775 2229.29,198.775 2229.71,198.775 2230.14,198.775 2230.56,198.775 2230.98,198.775 \n",
       "  2231.4,198.775 2231.83,198.775 2232.25,198.775 2232.67,198.775 2233.1,198.775 2233.52,198.775 2233.94,198.775 2234.36,198.775 2234.79,198.775 2235.21,198.775 \n",
       "  2235.63,198.775 2236.06,198.775 2236.48,198.775 2236.9,198.775 2237.32,198.775 2237.75,198.775 2238.17,198.775 2238.59,198.775 2239.02,198.775 2239.44,198.775 \n",
       "  2239.86,198.775 2240.28,198.775 2240.71,198.775 2241.13,198.775 2241.55,198.775 2241.98,198.775 2242.4,198.775 2242.82,198.775 2243.24,198.775 2243.67,198.775 \n",
       "  2244.09,198.775 2244.51,198.775 2244.94,198.775 2245.36,198.775 2245.78,198.775 2246.2,198.775 2246.63,198.775 2247.05,198.775 2247.47,198.775 2247.9,198.775 \n",
       "  2248.32,198.775 2248.74,198.775 2249.16,198.775 2249.59,198.775 2250.01,198.775 2250.43,198.775 2250.85,198.775 2251.28,198.775 2251.7,198.775 2252.12,198.775 \n",
       "  2252.55,198.775 2252.97,198.775 2253.39,198.775 2253.81,198.775 2254.24,198.775 2254.66,198.775 2255.08,198.775 2255.51,198.775 2255.93,198.775 2256.35,198.775 \n",
       "  2256.77,198.775 2257.2,198.775 2257.62,198.775 2258.04,198.775 2258.47,198.775 2258.89,198.775 2259.31,198.775 2259.73,198.775 2260.16,198.775 2260.58,198.775 \n",
       "  2261,198.775 2261.43,198.775 2261.85,198.775 2262.27,198.775 2262.69,198.775 2263.12,198.775 2263.54,198.775 2263.96,198.775 2264.39,198.775 2264.81,198.775 \n",
       "  2265.23,198.775 2265.65,198.775 2266.08,198.775 2266.5,198.775 2266.92,198.775 2267.35,198.775 2267.77,198.775 2268.19,198.775 2268.61,198.775 2269.04,198.775 \n",
       "  2269.46,198.775 2269.88,198.775 2270.3,198.775 2270.73,198.775 2271.15,198.775 2271.57,198.775 2272,198.775 2272.42,198.775 2272.84,198.775 2273.26,198.775 \n",
       "  2273.69,198.775 2274.11,198.775 2274.53,198.775 2274.96,198.775 2275.38,198.775 2275.8,198.775 2276.22,198.775 2276.65,198.775 2277.07,198.775 2277.49,198.775 \n",
       "  2277.92,198.775 2278.34,198.775 2278.76,198.775 2279.18,198.775 2279.61,198.775 2280.03,198.775 2280.45,198.775 2280.88,198.775 2281.3,198.775 2281.72,198.775 \n",
       "  2282.14,198.775 2282.57,198.775 2282.99,198.775 2283.41,198.775 2283.84,198.775 2284.26,198.775 2284.68,198.775 2285.1,198.775 2285.53,198.775 2285.95,198.775 \n",
       "  2286.37,198.775 2286.8,198.775 2287.22,198.775 2287.64,198.775 2288.06,198.775 2288.49,198.775 2288.91,198.775 2289.33,198.775 2289.75,198.775 2290.18,198.775 \n",
       "  2290.6,198.775 \n",
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      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y = model3(1:0.01:50, fit3.param)\n",
    "plot(1:0.01:50, y)\n",
    "scatter!(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "b0ed1a37-eb29-4dea-8d2a-14296dc339fd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T16:03:11.448000+08:00",
     "iopub.status.busy": "2022-03-22T16:03:11.448000+08:00",
     "iopub.status.idle": "2022-03-22T16:03:11.476000+08:00",
     "shell.execute_reply": "2022-03-22T16:03:11.475000+08:00"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2-element Vector{Float64}:\n",
       " 0.8287293915784401\n",
       " 6.916751219523874"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p3 = fit3.param"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "2f273a86-7dff-4f6c-821c-f91d90a960d2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T16:03:22.655000+08:00",
     "iopub.status.busy": "2022-03-22T16:03:22.655000+08:00",
     "iopub.status.idle": "2022-03-22T16:03:22.671000+08:00",
     "shell.execute_reply": "2022-03-22T16:03:22.671000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "7.0"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ceil(p3[2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "id": "02b277a1-de6f-40d1-9576-ff8ca46725c2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T16:25:05.867000+08:00",
     "iopub.status.busy": "2022-03-22T16:25:05.867000+08:00",
     "iopub.status.idle": "2022-03-22T16:25:05.944000+08:00",
     "shell.execute_reply": "2022-03-22T16:25:05.944000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LsqFit.LsqFitResult{Vector{Float64}, Vector{Float64}, Matrix{Float64}, Vector{Float64}}([0.795580827292222, 0.1], [0.5459381778268889, 0.38613842434765405, 0.2596734120148043, 0.1675204611414527, 0.103374569305138, 0.05948217434615244, 0.031019492531375814, 0.013298798821622104, 0.0020827507479849183, -0.005494349238610252  …  -0.06846460811962396, -0.07362320059732219, -0.07813474559683331, -0.08144445389772248, -0.08351797727779098, -0.08551108144421027, -0.08778619243458063, -0.09038632372137978, -0.09092819071606961, -0.08758328448019082], [1.0000000000052196 0.0; 1.0000000000052196 0.0; … ; 1.0000000000052196 0.0; 1.0000000000052196 0.0], true, Float64[])"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "@. model4(x, p) = (0<x<p[2]) * (x^p[1]) + (x>=p[2]) * (x^p[2])\n",
    "# xdata = 1:50.0;\n",
    "# ydata = vec(x);  # x是Matrix类型，需要转换成Vectors类型\n",
    "p0 = [0.1, 0.1]\n",
    "fit4 = curve_fit(model,xdata,ydata,p0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "id": "467c40bd-6f6d-42fb-9914-5b60571686d3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T16:25:07.133000+08:00",
     "iopub.status.busy": "2022-03-22T16:25:07.132000+08:00",
     "iopub.status.idle": "2022-03-22T16:25:07.329000+08:00",
     "shell.execute_reply": "2022-03-22T16:25:07.329000+08:00"
    },
    "tags": []
   },
   "outputs": [
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       "  227.21,596.51 227.633,595.576 228.056,594.649 228.479,593.729 228.901,592.815 229.324,591.908 229.747,591.008 230.17,590.114 230.593,589.226 231.016,588.345 \n",
       "  231.438,587.469 231.861,586.6 232.284,585.737 232.707,584.879 233.13,584.028 233.553,583.181 233.975,582.341 234.398,581.506 234.821,580.677 235.244,579.853 \n",
       "  235.667,579.034 236.09,578.221 236.512,577.413 236.935,576.609 237.358,575.811 237.781,575.018 238.204,574.23 238.626,573.447 239.049,572.668 239.472,571.894 \n",
       "  239.895,571.125 240.318,570.36 240.741,569.6 241.163,568.845 241.586,568.093 242.009,567.347 242.432,566.604 242.855,565.866 243.278,565.132 243.7,564.402 \n",
       "  244.123,563.677 244.546,562.955 244.969,562.237 245.392,561.524 245.814,560.814 246.237,560.108 246.66,559.406 247.083,558.708 247.506,558.014 247.929,557.323 \n",
       "  248.351,556.636 248.774,555.953 249.197,555.273 249.62,554.597 250.043,553.924 250.466,553.255 250.888,552.589 251.311,551.926 251.734,551.267 252.157,550.612 \n",
       "  252.58,549.959 253.003,549.31 253.425,548.664 253.848,548.021 254.271,547.381 254.694,546.745 255.117,546.111 255.539,545.481 255.962,544.854 256.385,544.229 \n",
       "  256.808,543.608 257.231,542.989 257.654,542.374 258.076,541.761 258.499,541.151 258.922,540.544 259.345,539.94 259.768,539.339 260.191,538.74 260.613,538.144 \n",
       "  261.036,537.551 261.459,536.96 261.882,536.372 262.305,535.787 262.728,535.204 263.15,534.623 263.573,534.046 263.996,533.471 264.419,532.898 264.842,532.328 \n",
       "  265.264,531.76 265.687,531.195 266.11,530.632 266.533,530.071 266.956,529.513 267.379,528.957 267.801,528.404 268.224,527.853 268.647,527.304 269.07,526.757 \n",
       "  269.493,526.213 269.916,525.67 270.338,525.13 270.761,524.593 271.184,524.057 271.607,523.523 272.03,522.992 272.453,522.463 272.875,521.936 273.298,521.411 \n",
       "  273.721,520.887 274.144,520.367 274.567,519.848 274.989,519.331 275.412,518.816 275.835,518.303 276.258,517.792 276.681,517.283 277.104,516.775 277.526,516.27 \n",
       "  277.949,515.767 278.372,515.265 278.795,514.766 279.218,514.268 279.641,513.772 280.063,513.278 280.486,512.786 280.909,512.296 281.332,511.807 281.755,511.32 \n",
       "  282.178,510.835 282.6,510.351 283.023,509.87 283.446,509.39 283.869,508.912 284.292,508.435 284.714,507.96 285.137,507.487 285.56,507.015 285.983,506.546 \n",
       "  286.406,506.077 286.829,505.611 287.251,505.146 287.674,504.682 288.097,504.22 288.52,503.76 288.943,503.301 289.366,502.844 289.788,502.388 290.211,501.934 \n",
       "  290.634,501.482 291.057,501.031 291.48,500.581 291.903,500.133 292.325,499.686 292.748,499.241 293.171,498.797 293.594,498.355 294.017,497.914 294.439,497.475 \n",
       "  294.862,497.037 295.285,496.6 295.708,496.165 296.131,495.731 296.554,495.299 296.976,494.868 297.399,494.438 297.822,494.01 298.245,493.582 298.668,493.157 \n",
       "  299.091,492.732 299.513,492.309 299.936,491.888 300.359,491.467 300.782,491.048 301.205,490.63 301.628,490.214 302.05,489.798 302.473,489.384 302.896,488.971 \n",
       "  303.319,488.56 303.742,488.149 304.164,487.74 304.587,487.332 305.01,486.926 305.433,486.52 305.856,486.116 306.279,485.713 306.701,485.311 307.124,484.91 \n",
       "  307.547,484.51 307.97,484.112 308.393,483.715 308.816,483.318 309.238,482.923 309.661,482.53 310.084,482.137 310.507,481.745 310.93,481.355 311.353,480.965 \n",
       "  311.775,480.577 312.198,480.19 312.621,479.803 313.044,479.418 313.467,479.034 313.889,478.651 314.312,478.27 314.735,477.889 315.158,477.509 315.581,477.13 \n",
       "  316.004,476.753 316.426,476.376 316.849,476 317.272,475.626 317.695,475.252 318.118,474.879 318.541,474.508 318.963,474.137 319.386,473.767 319.809,473.399 \n",
       "  320.232,473.031 320.655,472.664 321.078,472.299 321.5,471.934 321.923,471.57 322.346,471.207 322.769,470.845 323.192,470.484 323.614,470.124 324.037,469.765 \n",
       "  324.46,469.407 324.883,469.05 325.306,468.693 325.729,468.338 326.151,467.983 326.574,467.63 326.997,467.277 327.42,466.925 327.843,466.574 328.266,466.224 \n",
       "  328.688,465.875 329.111,465.526 329.534,465.179 329.957,464.832 330.38,464.486 330.803,464.142 331.225,463.798 331.648,463.454 332.071,463.112 332.494,462.77 \n",
       "  332.917,462.43 333.339,462.09 333.762,461.751 334.185,461.413 334.608,461.075 335.031,460.739 335.454,460.403 335.876,460.068 336.299,459.734 336.722,459.4 \n",
       "  337.145,459.068 337.568,458.736 337.991,458.405 338.413,458.074 338.836,457.745 339.259,457.416 339.682,457.088 340.105,456.761 340.527,456.435 340.95,456.109 \n",
       "  341.373,455.784 341.796,455.46 342.219,455.137 342.642,454.814 343.064,454.492 343.487,454.171 343.91,453.85 344.333,453.531 344.756,453.211 345.179,452.893 \n",
       "  345.601,452.576 346.024,452.259 346.447,451.943 346.87,451.627 347.293,451.312 347.716,450.998 348.138,450.685 348.561,450.372 348.984,450.06 349.407,449.749 \n",
       "  349.83,449.438 350.252,449.129 350.675,448.819 351.098,448.511 351.521,448.203 351.944,447.896 352.367,447.589 352.789,447.283 353.212,446.978 353.635,446.673 \n",
       "  354.058,446.369 354.481,446.066 354.904,445.764 355.326,445.462 355.749,445.16 356.172,444.86 356.595,444.559 357.018,444.26 357.441,443.961 357.863,443.663 \n",
       "  358.286,443.366 358.709,443.069 359.132,442.772 359.555,442.477 359.977,442.182 360.4,441.887 360.823,441.593 361.246,441.3 361.669,441.007 362.092,440.715 \n",
       "  362.514,440.424 362.937,440.133 363.36,439.843 363.783,439.553 364.206,439.264 364.629,438.975 365.051,438.688 365.474,438.4 365.897,438.113 366.32,437.827 \n",
       "  366.743,437.542 367.166,437.257 367.588,436.972 368.011,436.688 368.434,436.405 368.857,436.122 369.28,435.84 369.702,435.558 370.125,435.277 370.548,434.997 \n",
       "  370.971,434.717 371.394,434.437 371.817,434.158 372.239,433.88 372.662,433.602 373.085,433.325 373.508,433.048 373.931,432.772 374.354,432.496 374.776,432.221 \n",
       "  375.199,431.946 375.622,431.672 376.045,431.399 376.468,431.126 376.891,430.853 377.313,430.581 377.736,430.309 378.159,430.038 378.582,429.768 379.005,429.498 \n",
       "  379.427,429.228 379.85,428.96 380.273,428.691 380.696,428.423 381.119,428.156 381.542,427.889 381.964,427.622 382.387,427.356 382.81,427.091 383.233,426.826 \n",
       "  383.656,426.561 384.079,426.297 384.501,426.034 384.924,425.771 385.347,425.508 385.77,425.246 386.193,424.984 386.616,424.723 387.038,424.462 387.461,424.202 \n",
       "  387.884,423.942 388.307,423.683 388.73,423.424 389.152,423.166 389.575,422.908 389.998,422.651 390.421,422.394 390.844,422.137 391.267,421.881 391.689,421.626 \n",
       "  392.112,421.37 392.535,421.116 392.958,420.862 393.381,420.608 393.804,420.354 394.226,420.101 394.649,419.849 395.072,419.597 395.495,419.345 395.918,419.094 \n",
       "  396.341,418.843 396.763,418.593 397.186,418.343 397.609,418.094 398.032,417.845 398.455,417.596 398.877,417.348 399.3,417.1 399.723,416.853 400.146,416.606 \n",
       "  400.569,416.36 400.992,416.114 401.414,415.868 401.837,415.623 402.26,415.378 402.683,415.134 403.106,414.89 403.529,414.646 403.951,414.403 404.374,414.16 \n",
       "  404.797,413.918 405.22,413.676 405.643,413.434 406.066,413.193 406.488,412.953 406.911,412.712 407.334,412.472 407.757,412.233 408.18,411.994 408.602,411.755 \n",
       "  409.025,411.516 409.448,411.278 409.871,411.041 410.294,410.804 410.717,410.567 411.139,410.33 411.562,410.094 411.985,409.859 412.408,409.623 412.831,409.389 \n",
       "  413.254,409.154 413.676,408.92 414.099,408.686 414.522,408.453 414.945,408.22 415.368,407.987 415.791,407.755 416.213,407.523 416.636,407.291 417.059,407.06 \n",
       "  417.482,406.829 417.905,406.599 418.327,406.369 418.75,406.139 419.173,405.909 419.596,405.68 420.019,405.452 420.442,405.224 420.864,404.996 421.287,404.768 \n",
       "  421.71,404.541 422.133,404.314 422.556,404.087 422.979,403.861 423.401,403.635 423.824,403.41 424.247,403.185 424.67,402.96 425.093,402.735 425.516,402.511 \n",
       "  425.938,402.288 426.361,402.064 426.784,401.841 427.207,401.618 427.63,401.396 428.052,401.174 428.475,400.952 428.898,400.731 429.321,400.51 429.744,400.289 \n",
       "  430.167,400.069 430.589,399.848 431.012,399.629 431.435,399.409 431.858,399.19 432.281,398.971 432.704,398.753 433.126,398.535 433.549,398.317 433.972,398.1 \n",
       "  434.395,397.883 434.818,397.666 435.24,397.449 435.663,397.233 436.086,397.017 436.509,396.802 436.932,396.586 437.355,396.371 437.777,396.157 438.2,395.943 \n",
       "  438.623,395.729 439.046,395.515 439.469,395.301 439.892,395.088 440.314,394.876 440.737,394.663 441.16,394.451 441.583,394.239 442.006,394.028 442.429,393.817 \n",
       "  442.851,393.606 443.274,393.395 443.697,393.185 444.12,392.975 444.543,392.765 444.965,392.555 445.388,392.346 445.811,392.137 446.234,391.929 446.657,391.721 \n",
       "  447.08,391.513 447.502,391.305 447.925,391.098 448.348,390.891 448.771,390.684 449.194,390.477 449.617,390.271 450.039,390.065 450.462,389.86 450.885,389.654 \n",
       "  451.308,389.449 451.731,389.244 452.154,389.04 452.576,388.836 452.999,388.632 453.422,388.428 453.845,388.225 454.268,388.022 454.69,387.819 455.113,387.616 \n",
       "  455.536,387.414 455.959,387.212 456.382,387.01 456.805,386.809 457.227,386.608 457.65,386.407 458.073,386.206 458.496,386.006 458.919,385.806 459.342,385.606 \n",
       "  459.764,385.406 460.187,385.207 460.61,385.008 461.033,384.809 461.456,384.611 461.879,384.413 462.301,384.215 462.724,384.017 463.147,383.819 463.57,383.622 \n",
       "  463.993,383.425 464.415,383.229 464.838,383.032 465.261,382.836 465.684,382.64 466.107,382.445 466.53,382.249 466.952,382.054 467.375,381.859 467.798,381.665 \n",
       "  468.221,381.471 468.644,381.276 469.067,381.083 469.489,380.889 469.912,380.696 470.335,380.503 470.758,380.31 471.181,380.117 471.604,379.925 472.026,379.733 \n",
       "  472.449,379.541 472.872,379.349 473.295,379.158 473.718,378.967 474.14,378.776 474.563,378.586 474.986,378.395 475.409,378.205 475.832,378.015 476.255,377.826 \n",
       "  476.677,377.636 477.1,377.447 477.523,377.258 477.946,377.069 478.369,376.881 478.792,376.693 479.214,376.505 479.637,376.317 480.06,376.13 480.483,375.942 \n",
       "  480.906,375.755 481.329,375.569 481.751,375.382 482.174,375.196 482.597,375.01 483.02,374.824 483.443,374.638 483.865,374.453 484.288,374.268 484.711,374.083 \n",
       "  485.134,373.898 485.557,373.713 485.98,373.529 486.402,373.345 486.825,373.161 487.248,372.978 487.671,372.794 488.094,372.611 488.517,372.428 488.939,372.246 \n",
       "  489.362,372.063 489.785,371.881 490.208,371.699 490.631,371.517 491.054,371.335 491.476,371.154 491.899,370.973 492.322,370.792 492.745,370.611 493.168,370.431 \n",
       "  493.59,370.251 494.013,370.071 494.436,369.891 494.859,369.711 495.282,369.532 495.705,369.352 496.127,369.173 496.55,368.995 496.973,368.816 497.396,368.638 \n",
       "  497.819,368.46 498.242,368.282 498.664,368.104 499.087,367.927 499.51,367.749 499.933,367.572 500.356,367.395 500.779,367.219 501.201,367.042 501.624,366.866 \n",
       "  502.047,366.69 502.47,366.514 502.893,366.338 503.315,366.163 503.738,365.988 504.161,365.813 504.584,365.638 505.007,365.463 505.43,365.289 505.852,365.115 \n",
       "  506.275,364.941 506.698,364.767 507.121,364.593 507.544,364.42 507.967,364.246 508.389,364.073 508.812,363.901 509.235,363.728 509.658,363.556 510.081,363.383 \n",
       "  510.504,363.211 510.926,363.04 511.349,362.868 511.772,362.696 512.195,362.525 512.618,362.354 513.04,362.183 513.463,362.013 513.886,361.842 514.309,361.672 \n",
       "  514.732,361.502 515.155,361.332 515.577,361.162 516,360.993 516.423,360.823 516.846,360.654 517.269,360.485 517.692,360.316 518.114,360.148 518.537,359.979 \n",
       "  518.96,359.811 519.383,359.643 519.806,359.475 520.228,359.308 520.651,359.14 521.074,358.973 521.497,358.806 521.92,358.639 522.343,358.472 522.765,358.306 \n",
       "  523.188,358.139 523.611,357.973 524.034,357.807 524.457,357.641 524.88,357.476 525.302,357.31 525.725,357.145 526.148,356.98 526.571,356.815 526.994,356.65 \n",
       "  527.417,356.486 527.839,356.322 528.262,356.157 528.685,355.993 529.108,355.829 529.531,355.666 529.953,355.502 530.376,355.339 530.799,355.176 531.222,355.013 \n",
       "  531.645,354.85 532.068,354.688 532.49,354.525 532.913,354.363 533.336,354.201 533.759,354.039 534.182,353.877 534.605,353.716 535.027,353.554 535.45,353.393 \n",
       "  535.873,353.232 536.296,353.071 536.719,352.91 537.142,352.75 537.564,352.589 537.987,352.429 538.41,352.269 538.833,352.109 539.256,351.95 539.678,351.79 \n",
       "  540.101,351.631 540.524,351.471 540.947,351.312 541.37,351.153 541.793,350.995 542.215,350.836 542.638,350.678 543.061,350.52 543.484,350.362 543.907,350.204 \n",
       "  544.33,350.046 544.752,349.888 545.175,349.731 545.598,349.574 546.021,349.417 546.444,349.26 546.867,349.103 547.289,348.947 547.712,348.79 548.135,348.634 \n",
       "  548.558,348.478 548.981,348.322 549.403,348.166 549.826,348.01 550.249,347.855 550.672,347.7 551.095,347.544 551.518,347.389 551.94,347.235 552.363,347.08 \n",
       "  552.786,346.925 553.209,346.771 553.632,346.617 554.055,346.463 554.477,346.309 554.9,346.155 555.323,346.002 555.746,345.848 556.169,345.695 556.592,345.542 \n",
       "  557.014,345.389 557.437,345.236 557.86,345.083 558.283,344.931 558.706,344.778 559.128,344.626 559.551,344.474 559.974,344.322 560.397,344.17 560.82,344.019 \n",
       "  561.243,343.867 561.665,343.716 562.088,343.565 562.511,343.414 562.934,343.263 563.357,343.112 563.78,342.962 564.202,342.811 564.625,342.661 565.048,342.511 \n",
       "  565.471,342.361 565.894,342.211 566.317,342.061 566.739,341.912 567.162,341.762 567.585,341.613 568.008,341.464 568.431,341.315 568.853,341.166 569.276,341.018 \n",
       "  569.699,340.869 570.122,340.721 570.545,340.573 570.968,340.424 571.39,340.276 571.813,340.129 572.236,339.981 572.659,339.833 573.082,339.686 573.505,339.539 \n",
       "  573.927,339.392 574.35,339.245 574.773,339.098 575.196,338.951 575.619,338.805 576.042,338.658 576.464,338.512 576.887,338.366 577.31,338.22 577.733,338.074 \n",
       "  578.156,337.928 578.578,337.783 579.001,337.637 579.424,337.492 579.847,337.347 580.27,337.202 580.693,337.057 581.115,336.912 581.538,336.768 581.961,336.623 \n",
       "  582.384,336.479 582.807,336.335 583.23,336.191 583.652,336.047 584.075,335.903 584.498,335.759 584.921,335.616 585.344,335.472 585.767,335.329 586.189,335.186 \n",
       "  586.612,335.043 587.035,334.9 587.458,334.757 587.881,334.615 588.303,334.472 588.726,334.33 589.149,334.188 589.572,334.046 589.995,333.904 590.418,333.762 \n",
       "  590.84,333.62 591.263,333.479 591.686,333.337 592.109,333.196 592.532,333.055 592.955,332.914 593.377,332.773 593.8,332.632 594.223,332.491 594.646,332.351 \n",
       "  595.069,332.21 595.492,332.07 595.914,331.93 596.337,331.79 596.76,331.65 597.183,331.51 597.606,331.371 598.028,331.231 598.451,331.092 598.874,330.953 \n",
       "  599.297,330.814 599.72,330.675 600.143,330.536 600.565,330.397 600.988,330.258 601.411,330.12 601.834,329.981 602.257,329.843 602.68,329.705 603.102,329.567 \n",
       "  603.525,329.429 603.948,329.291 604.371,329.154 604.794,329.016 605.217,328.879 605.639,328.741 606.062,328.604 606.485,328.467 606.908,328.33 607.331,328.194 \n",
       "  607.753,328.057 608.176,327.92 608.599,327.784 609.022,327.648 609.445,327.511 609.868,327.375 610.29,327.239 610.713,327.104 611.136,326.968 611.559,326.832 \n",
       "  611.982,326.697 612.405,326.561 612.827,326.426 613.25,326.291 613.673,326.156 614.096,326.021 614.519,325.886 614.941,325.752 615.364,325.617 615.787,325.483 \n",
       "  616.21,325.348 616.633,325.214 617.056,325.08 617.478,324.946 617.901,324.812 618.324,324.679 618.747,324.545 619.17,324.412 619.593,324.278 620.015,324.145 \n",
       "  620.438,324.012 620.861,323.879 621.284,323.746 621.707,323.613 622.13,323.48 622.552,323.348 622.975,323.215 623.398,323.083 623.821,322.951 624.244,322.819 \n",
       "  624.666,322.687 625.089,322.555 625.512,322.423 625.935,322.291 626.358,322.16 626.781,322.028 627.203,321.897 627.626,321.766 628.049,321.634 628.472,321.503 \n",
       "  628.895,321.373 629.318,321.242 629.74,321.111 630.163,320.98 630.586,320.85 631.009,320.72 631.432,320.589 631.855,320.459 632.277,320.329 632.7,320.199 \n",
       "  633.123,320.069 633.546,319.94 633.969,319.81 634.391,319.681 634.814,319.551 635.237,319.422 635.66,319.293 636.083,319.164 636.506,319.035 636.928,318.906 \n",
       "  637.351,318.777 637.774,318.649 638.197,318.52 638.62,318.392 639.043,318.263 639.465,318.135 639.888,318.007 640.311,317.879 640.734,317.751 641.157,317.623 \n",
       "  641.58,317.496 642.002,317.368 642.425,317.241 642.848,317.113 643.271,316.986 643.694,316.859 644.116,316.732 644.539,316.605 644.962,316.478 645.385,316.351 \n",
       "  645.808,316.224 646.231,316.098 646.653,315.971 647.076,315.845 647.499,315.719 647.922,315.593 648.345,315.467 648.768,315.341 649.19,315.215 649.613,315.089 \n",
       "  650.036,314.964 650.459,314.838 650.882,314.713 651.305,314.587 651.727,314.462 652.15,314.337 652.573,314.212 652.996,314.087 653.419,313.962 653.841,313.837 \n",
       "  654.264,313.713 654.687,313.588 655.11,313.464 655.533,313.339 655.956,313.215 656.378,313.091 656.801,312.967 657.224,312.843 657.647,312.719 658.07,312.596 \n",
       "  658.493,312.472 658.915,312.348 659.338,312.225 659.761,312.102 660.184,311.978 660.607,311.855 661.03,311.732 661.452,311.609 661.875,311.486 662.298,311.363 \n",
       "  662.721,311.241 663.144,311.118 663.566,310.996 663.989,310.873 664.412,310.751 664.835,310.629 665.258,310.507 665.681,310.385 666.103,310.263 666.526,310.141 \n",
       "  666.949,310.019 667.372,309.898 667.795,309.776 668.218,309.655 668.64,309.533 669.063,309.412 669.486,309.291 669.909,309.17 670.332,309.049 670.755,308.928 \n",
       "  671.177,308.807 671.6,308.686 672.023,308.566 672.446,308.445 672.869,308.325 673.291,308.205 673.714,308.084 674.137,307.964 674.56,307.844 674.983,307.724 \n",
       "  675.406,307.604 675.828,307.485 676.251,307.365 676.674,307.245 677.097,307.126 677.52,307.006 677.943,306.887 678.365,306.768 678.788,306.649 679.211,306.53 \n",
       "  679.634,306.411 680.057,306.292 680.48,306.173 680.902,306.054 681.325,305.936 681.748,305.817 682.171,305.699 682.594,305.581 683.016,305.462 683.439,305.344 \n",
       "  683.862,305.226 684.285,305.108 684.708,304.99 685.131,304.872 685.553,304.755 685.976,304.637 686.399,304.52 686.822,304.402 687.245,304.285 687.668,304.167 \n",
       "  688.09,304.05 688.513,303.933 688.936,303.816 689.359,303.699 689.782,303.582 690.205,303.466 690.627,303.349 691.05,303.232 691.473,303.116 691.896,302.999 \n",
       "  692.319,302.883 692.741,302.767 693.164,302.651 693.587,302.535 694.01,302.419 694.433,302.303 694.856,302.187 695.278,302.071 695.701,301.956 696.124,301.84 \n",
       "  696.547,301.725 696.97,301.609 697.393,301.494 697.815,301.379 698.238,301.264 698.661,301.149 699.084,301.034 699.507,300.919 699.93,300.804 700.352,300.689 \n",
       "  700.775,300.575 701.198,300.46 701.621,300.346 702.044,300.231 702.466,300.117 702.889,300.003 703.312,299.889 703.735,299.774 704.158,299.66 704.581,299.547 \n",
       "  705.003,299.433 705.426,299.319 705.849,299.205 706.272,299.092 706.695,298.978 707.118,298.865 707.54,298.752 707.963,298.638 708.386,298.525 708.809,298.412 \n",
       "  709.232,298.299 709.654,298.186 710.077,298.073 710.5,297.961 710.923,297.848 711.346,297.735 711.769,297.623 712.191,297.511 712.614,297.398 713.037,297.286 \n",
       "  713.46,297.174 713.883,297.062 714.306,296.95 714.728,296.838 715.151,296.726 715.574,296.614 715.997,296.502 716.42,296.391 716.843,296.279 717.265,296.168 \n",
       "  717.688,296.056 718.111,295.945 718.534,295.834 718.957,295.722 719.379,295.611 719.802,295.5 720.225,295.389 720.648,295.279 721.071,295.168 721.494,295.057 \n",
       "  721.916,294.946 722.339,294.836 722.762,294.725 723.185,294.615 723.608,294.505 724.031,294.395 724.453,294.284 724.876,294.174 725.299,294.064 725.722,293.954 \n",
       "  726.145,293.844 726.568,293.735 726.99,293.625 727.413,293.515 727.836,293.406 728.259,293.296 728.682,293.187 729.104,293.078 729.527,292.968 729.95,292.859 \n",
       "  730.373,292.75 730.796,292.641 731.219,292.532 731.641,292.423 732.064,292.314 732.487,292.206 732.91,292.097 733.333,291.988 733.756,291.88 734.178,291.772 \n",
       "  734.601,291.663 735.024,291.555 735.447,291.447 735.87,291.339 736.293,291.23 736.715,291.122 737.138,291.015 737.561,290.907 737.984,290.799 738.407,290.691 \n",
       "  738.829,290.584 739.252,290.476 739.675,290.369 740.098,290.261 740.521,290.154 740.944,290.047 741.366,289.939 741.789,289.832 742.212,289.725 742.635,289.618 \n",
       "  743.058,289.511 743.481,289.405 743.903,289.298 744.326,289.191 744.749,289.085 745.172,288.978 745.595,288.871 746.018,288.765 746.44,288.659 746.863,288.553 \n",
       "  747.286,288.446 747.709,288.34 748.132,288.234 748.554,288.128 748.977,288.022 749.4,287.916 749.823,287.811 750.246,287.705 750.669,287.599 751.091,287.494 \n",
       "  751.514,287.388 751.937,287.283 752.36,287.178 752.783,287.072 753.206,286.967 753.628,286.862 754.051,286.757 754.474,286.652 754.897,286.547 755.32,286.442 \n",
       "  755.743,286.337 756.165,286.233 756.588,286.128 757.011,286.023 757.434,285.919 757.857,285.814 758.279,285.71 758.702,285.606 759.125,285.501 759.548,285.397 \n",
       "  759.971,285.293 760.394,285.189 760.816,285.085 761.239,284.981 761.662,284.877 762.085,284.774 762.508,284.67 762.931,284.566 763.353,284.463 763.776,284.359 \n",
       "  764.199,284.256 764.622,284.153 765.045,284.049 765.468,283.946 765.89,283.843 766.313,283.74 766.736,283.637 767.159,283.534 767.582,283.431 768.004,283.328 \n",
       "  768.427,283.225 768.85,283.123 769.273,283.02 769.696,282.917 770.119,282.815 770.541,282.712 770.964,282.61 771.387,282.508 771.81,282.405 772.233,282.303 \n",
       "  772.656,282.201 773.078,282.099 773.501,281.997 773.924,281.895 774.347,281.793 774.77,281.692 775.193,281.59 775.615,281.488 776.038,281.387 776.461,281.285 \n",
       "  776.884,281.184 777.307,281.082 777.729,280.981 778.152,280.88 778.575,280.778 778.998,280.677 779.421,280.576 779.844,280.475 780.266,280.374 780.689,280.273 \n",
       "  781.112,280.173 781.535,280.072 781.958,279.971 782.381,279.87 782.803,279.77 783.226,279.669 783.649,279.569 784.072,279.469 784.495,279.368 784.918,279.268 \n",
       "  785.34,279.168 785.763,279.068 786.186,278.968 786.609,278.868 787.032,278.768 787.454,278.668 787.877,278.568 788.3,278.468 788.723,278.369 789.146,278.269 \n",
       "  789.569,278.169 789.991,278.07 790.414,277.97 790.837,277.871 791.26,277.772 791.683,277.672 792.106,277.573 792.528,277.474 792.951,277.375 793.374,277.276 \n",
       "  793.797,277.177 794.22,277.078 794.643,276.979 795.065,276.881 795.488,276.782 795.911,276.683 796.334,276.585 796.757,276.486 797.179,276.388 797.602,276.289 \n",
       "  798.025,276.191 798.448,276.093 798.871,275.994 799.294,275.896 799.716,275.798 800.139,275.7 800.562,275.602 800.985,275.504 801.408,275.406 801.831,275.308 \n",
       "  802.253,275.211 802.676,275.113 803.099,275.015 803.522,274.918 803.945,274.82 804.367,274.723 804.79,274.625 805.213,274.528 805.636,274.431 806.059,274.334 \n",
       "  806.482,274.236 806.904,274.139 807.327,274.042 807.75,273.945 808.173,273.848 808.596,273.751 809.019,273.655 809.441,273.558 809.864,273.461 810.287,273.365 \n",
       "  810.71,273.268 811.133,273.171 811.556,273.075 811.978,272.979 812.401,272.882 812.824,272.786 813.247,272.69 813.67,272.594 814.092,272.497 814.515,272.401 \n",
       "  814.938,272.305 815.361,272.209 815.784,272.114 816.207,272.018 816.629,271.922 817.052,271.826 817.475,271.731 817.898,271.635 818.321,271.539 818.744,271.444 \n",
       "  819.166,271.348 819.589,271.253 820.012,271.158 820.435,271.063 820.858,270.967 821.281,270.872 821.703,270.777 822.126,270.682 822.549,270.587 822.972,270.492 \n",
       "  823.395,270.397 823.817,270.302 824.24,270.208 824.663,270.113 825.086,270.018 825.509,269.924 825.932,269.829 826.354,269.735 826.777,269.64 827.2,269.546 \n",
       "  827.623,269.452 828.046,269.357 828.469,269.263 828.891,269.169 829.314,269.075 829.737,268.981 830.16,268.887 830.583,268.793 831.006,268.699 831.428,268.605 \n",
       "  831.851,268.511 832.274,268.418 832.697,268.324 833.12,268.231 833.542,268.137 833.965,268.043 834.388,267.95 834.811,267.857 835.234,267.763 835.657,267.67 \n",
       "  836.079,267.577 836.502,267.484 836.925,267.391 837.348,267.297 837.771,267.204 838.194,267.111 838.616,267.019 839.039,266.926 839.462,266.833 839.885,266.74 \n",
       "  840.308,266.647 840.731,266.555 841.153,266.462 841.576,266.37 841.999,266.277 842.422,266.185 842.845,266.092 843.267,266 843.69,265.908 844.113,265.816 \n",
       "  844.536,265.723 844.959,265.631 845.382,265.539 845.804,265.447 846.227,265.355 846.65,265.263 847.073,265.172 847.496,265.08 847.919,264.988 848.341,264.896 \n",
       "  848.764,264.805 849.187,264.713 849.61,264.622 850.033,264.53 850.456,264.439 850.878,264.347 851.301,264.256 851.724,264.165 852.147,264.073 852.57,263.982 \n",
       "  852.992,263.891 853.415,263.8 853.838,263.709 854.261,263.618 854.684,263.527 855.107,263.436 855.529,263.345 855.952,263.255 856.375,263.164 856.798,263.073 \n",
       "  857.221,262.983 857.644,262.892 858.066,262.802 858.489,262.711 858.912,262.621 859.335,262.53 859.758,262.44 860.181,262.35 860.603,262.26 861.026,262.169 \n",
       "  861.449,262.079 861.872,261.989 862.295,261.899 862.717,261.809 863.14,261.719 863.563,261.63 863.986,261.54 864.409,261.45 864.832,261.36 865.254,261.271 \n",
       "  865.677,261.181 866.1,261.091 866.523,261.002 866.946,260.912 867.369,260.823 867.791,260.734 868.214,260.644 868.637,260.555 869.06,260.466 869.483,260.377 \n",
       "  869.906,260.288 870.328,260.198 870.751,260.109 871.174,260.02 871.597,259.932 872.02,259.843 872.442,259.754 872.865,259.665 873.288,259.576 873.711,259.488 \n",
       "  874.134,259.399 874.557,259.31 874.979,259.222 875.402,259.133 875.825,259.045 876.248,258.957 876.671,258.868 877.094,258.78 877.516,258.692 877.939,258.603 \n",
       "  878.362,258.515 878.785,258.427 879.208,258.339 879.631,258.251 880.053,258.163 880.476,258.075 880.899,257.987 881.322,257.9 881.745,257.812 882.167,257.724 \n",
       "  882.59,257.636 883.013,257.549 883.436,257.461 883.859,257.374 884.282,257.286 884.704,257.199 885.127,257.111 885.55,257.024 885.973,256.937 886.396,256.849 \n",
       "  886.819,256.762 887.241,256.675 887.664,256.588 888.087,256.501 888.51,256.414 888.933,256.327 889.356,256.24 889.778,256.153 890.201,256.066 890.624,255.979 \n",
       "  891.047,255.893 891.47,255.806 891.892,255.719 892.315,255.633 892.738,255.546 893.161,255.46 893.584,255.373 894.007,255.287 894.429,255.2 894.852,255.114 \n",
       "  895.275,255.028 895.698,254.941 896.121,254.855 896.544,254.769 896.966,254.683 897.389,254.597 897.812,254.511 898.235,254.425 898.658,254.339 899.08,254.253 \n",
       "  899.503,254.167 899.926,254.082 900.349,253.996 900.772,253.91 901.195,253.825 901.617,253.739 902.04,253.653 902.463,253.568 902.886,253.482 903.309,253.397 \n",
       "  903.732,253.312 904.154,253.226 904.577,253.141 905,253.056 905.423,252.97 905.846,252.885 906.269,252.8 906.691,252.715 907.114,252.63 907.537,252.545 \n",
       "  907.96,252.46 908.383,252.375 908.805,252.29 909.228,252.206 909.651,252.121 910.074,252.036 910.497,251.952 910.92,251.867 911.342,251.782 911.765,251.698 \n",
       "  912.188,251.613 912.611,251.529 913.034,251.444 913.457,251.36 913.879,251.276 914.302,251.191 914.725,251.107 915.148,251.023 915.571,250.939 915.994,250.855 \n",
       "  916.416,250.771 916.839,250.687 917.262,250.603 917.685,250.519 918.108,250.435 918.53,250.351 918.953,250.267 919.376,250.183 919.799,250.1 920.222,250.016 \n",
       "  920.645,249.932 921.067,249.849 921.49,249.765 921.913,249.682 922.336,249.598 922.759,249.515 923.182,249.432 923.604,249.348 924.027,249.265 924.45,249.182 \n",
       "  924.873,249.098 925.296,249.015 925.719,248.932 926.141,248.849 926.564,248.766 926.987,248.683 927.41,248.6 927.833,248.517 928.255,248.434 928.678,248.351 \n",
       "  929.101,248.269 929.524,248.186 929.947,248.103 930.37,248.021 930.792,247.938 931.215,247.855 931.638,247.773 932.061,247.69 932.484,247.608 932.907,247.525 \n",
       "  933.329,247.443 933.752,247.361 934.175,247.279 934.598,247.196 935.021,247.114 935.444,247.032 935.866,246.95 936.289,246.868 936.712,246.786 937.135,246.704 \n",
       "  937.558,246.622 937.98,246.54 938.403,246.458 938.826,246.376 939.249,246.294 939.672,246.213 940.095,246.131 940.517,246.049 940.94,245.968 941.363,245.886 \n",
       "  941.786,245.804 942.209,245.723 942.632,245.641 943.054,245.56 943.477,245.479 943.9,245.397 944.323,245.316 944.746,245.235 945.169,245.153 945.591,245.072 \n",
       "  946.014,244.991 946.437,244.91 946.86,244.829 947.283,244.748 947.705,244.667 948.128,244.586 948.551,244.505 948.974,244.424 949.397,244.343 949.82,244.263 \n",
       "  950.242,244.182 950.665,244.101 951.088,244.02 951.511,243.94 951.934,243.859 952.357,243.779 952.779,243.698 953.202,243.618 953.625,243.537 954.048,243.457 \n",
       "  954.471,243.377 954.894,243.296 955.316,243.216 955.739,243.136 956.162,243.056 956.585,242.975 957.008,242.895 957.43,242.815 957.853,242.735 958.276,242.655 \n",
       "  958.699,242.575 959.122,242.495 959.545,242.415 959.967,242.336 960.39,242.256 960.813,242.176 961.236,242.096 961.659,242.017 962.082,241.937 962.504,241.857 \n",
       "  962.927,241.778 963.35,241.698 963.773,241.619 964.196,241.539 964.619,241.46 965.041,241.38 965.464,241.301 965.887,241.222 966.31,241.143 966.733,241.063 \n",
       "  967.155,240.984 967.578,240.905 968.001,240.826 968.424,240.747 968.847,240.668 969.27,240.589 969.692,240.51 970.115,240.431 970.538,240.352 970.961,240.273 \n",
       "  971.384,240.194 971.807,240.116 972.229,240.037 972.652,239.958 973.075,239.879 973.498,239.801 973.921,239.722 974.344,239.644 974.766,239.565 975.189,239.487 \n",
       "  975.612,239.408 976.035,239.33 976.458,239.251 976.88,239.173 977.303,239.095 977.726,239.017 978.149,238.938 978.572,238.86 978.995,238.782 979.417,238.704 \n",
       "  979.84,238.626 980.263,238.548 980.686,238.47 981.109,238.392 981.532,238.314 981.954,238.236 982.377,238.158 982.8,238.081 983.223,238.003 983.646,237.925 \n",
       "  984.069,237.847 984.491,237.77 984.914,237.692 985.337,237.614 985.76,237.537 986.183,237.459 986.605,237.382 987.028,237.304 987.451,237.227 987.874,237.15 \n",
       "  988.297,237.072 988.72,236.995 989.142,236.918 989.565,236.841 989.988,236.763 990.411,236.686 990.834,236.609 991.257,236.532 991.679,236.455 992.102,236.378 \n",
       "  992.525,236.301 992.948,236.224 993.371,236.147 993.793,236.07 994.216,235.994 994.639,235.917 995.062,235.84 995.485,235.763 995.908,235.687 996.33,235.61 \n",
       "  996.753,235.533 997.176,235.457 997.599,235.38 998.022,235.304 998.445,235.227 998.867,235.151 999.29,235.074 999.713,234.998 1000.14,234.922 1000.56,234.845 \n",
       "  1000.98,234.769 1001.4,234.693 1001.83,234.617 1002.25,234.541 1002.67,234.464 1003.1,234.388 1003.52,234.312 1003.94,234.236 1004.36,234.16 1004.79,234.084 \n",
       "  1005.21,234.008 1005.63,233.933 1006.06,233.857 1006.48,233.781 1006.9,233.705 1007.32,233.629 1007.75,233.554 1008.17,233.478 1008.59,233.402 1009.02,233.327 \n",
       "  1009.44,233.251 1009.86,233.176 1010.28,233.1 1010.71,233.025 1011.13,232.949 1011.55,232.874 1011.98,232.799 1012.4,232.723 1012.82,232.648 1013.24,232.573 \n",
       "  1013.67,232.498 1014.09,232.422 1014.51,232.347 1014.93,232.272 1015.36,232.197 1015.78,232.122 1016.2,232.047 1016.63,231.972 1017.05,231.897 1017.47,231.822 \n",
       "  1017.89,231.747 1018.32,231.672 1018.74,231.598 1019.16,231.523 1019.59,231.448 1020.01,231.373 1020.43,231.299 1020.85,231.224 1021.28,231.149 1021.7,231.075 \n",
       "  1022.12,231 1022.55,230.926 1022.97,230.851 1023.39,230.777 1023.81,230.703 1024.24,230.628 1024.66,230.554 1025.08,230.479 1025.51,230.405 1025.93,230.331 \n",
       "  1026.35,230.257 1026.77,230.183 1027.2,230.108 1027.62,230.034 1028.04,229.96 1028.47,229.886 1028.89,229.812 1029.31,229.738 1029.73,229.664 1030.16,229.59 \n",
       "  1030.58,229.517 1031,229.443 1031.43,229.369 1031.85,229.295 1032.27,229.221 1032.69,229.148 1033.12,229.074 1033.54,229 1033.96,228.927 1034.38,228.853 \n",
       "  1034.81,228.78 1035.23,228.706 1035.65,228.633 1036.08,228.559 1036.5,228.486 1036.92,228.412 1037.34,228.339 1037.77,228.266 1038.19,228.192 1038.61,228.119 \n",
       "  1039.04,228.046 1039.46,227.973 1039.88,227.9 1040.3,227.826 1040.73,227.753 1041.15,227.68 1041.57,227.607 1042,227.534 1042.42,227.461 1042.84,227.388 \n",
       "  1043.26,227.315 1043.69,227.243 1044.11,227.17 1044.53,227.097 1044.96,227.024 1045.38,226.951 1045.8,226.879 1046.22,226.806 1046.65,226.733 1047.07,226.661 \n",
       "  1047.49,226.588 1047.92,226.516 1048.34,226.443 1048.76,226.371 1049.18,226.298 1049.61,226.226 1050.03,226.153 1050.45,226.081 1050.87,226.009 1051.3,225.936 \n",
       "  1051.72,225.864 1052.14,225.792 1052.57,225.72 1052.99,225.647 1053.41,225.575 1053.83,225.503 1054.26,225.431 1054.68,225.359 1055.1,225.287 1055.53,225.215 \n",
       "  1055.95,225.143 1056.37,225.071 1056.79,224.999 1057.22,224.927 1057.64,224.856 1058.06,224.784 1058.49,224.712 1058.91,224.64 1059.33,224.569 1059.75,224.497 \n",
       "  1060.18,224.425 1060.6,224.354 1061.02,224.282 1061.45,224.21 1061.87,224.139 1062.29,224.067 1062.71,223.996 1063.14,223.925 1063.56,223.853 1063.98,223.782 \n",
       "  1064.41,223.71 1064.83,223.639 1065.25,223.568 1065.67,223.497 1066.1,223.425 1066.52,223.354 1066.94,223.283 1067.37,223.212 1067.79,223.141 1068.21,223.07 \n",
       "  1068.63,222.999 1069.06,222.928 1069.48,222.857 1069.9,222.786 1070.32,222.715 1070.75,222.644 1071.17,222.573 1071.59,222.502 1072.02,222.432 1072.44,222.361 \n",
       "  1072.86,222.29 1073.28,222.219 1073.71,222.149 1074.13,222.078 1074.55,222.007 1074.98,221.937 1075.4,221.866 1075.82,221.796 1076.24,221.725 1076.67,221.655 \n",
       "  1077.09,221.584 1077.51,221.514 1077.94,221.444 1078.36,221.373 1078.78,221.303 1079.2,221.233 1079.63,221.162 1080.05,221.092 1080.47,221.022 1080.9,220.952 \n",
       "  1081.32,220.882 1081.74,220.812 1082.16,220.742 1082.59,220.672 1083.01,220.601 1083.43,220.532 1083.86,220.462 1084.28,220.392 1084.7,220.322 1085.12,220.252 \n",
       "  1085.55,220.182 1085.97,220.112 1086.39,220.042 1086.82,219.973 1087.24,219.903 1087.66,219.833 1088.08,219.764 1088.51,219.694 1088.93,219.624 1089.35,219.555 \n",
       "  1089.77,219.485 1090.2,219.416 1090.62,219.346 1091.04,219.277 1091.47,219.207 1091.89,219.138 1092.31,219.068 1092.73,218.999 1093.16,218.93 1093.58,218.861 \n",
       "  1094,218.791 1094.43,218.722 1094.85,218.653 1095.27,218.584 1095.69,218.514 1096.12,218.445 1096.54,218.376 1096.96,218.307 1097.39,218.238 1097.81,218.169 \n",
       "  1098.23,218.1 1098.65,218.031 1099.08,217.962 1099.5,217.893 1099.92,217.825 1100.35,217.756 1100.77,217.687 1101.19,217.618 1101.61,217.549 1102.04,217.481 \n",
       "  1102.46,217.412 1102.88,217.343 1103.31,217.275 1103.73,217.206 1104.15,217.138 1104.57,217.069 1105,217 1105.42,216.932 1105.84,216.863 1106.27,216.795 \n",
       "  1106.69,216.727 1107.11,216.658 1107.53,216.59 1107.96,216.522 1108.38,216.453 1108.8,216.385 1109.22,216.317 1109.65,216.249 1110.07,216.18 1110.49,216.112 \n",
       "  1110.92,216.044 1111.34,215.976 1111.76,215.908 1112.18,215.84 1112.61,215.772 1113.03,215.704 1113.45,215.636 1113.88,215.568 1114.3,215.5 1114.72,215.432 \n",
       "  1115.14,215.364 1115.57,215.296 1115.99,215.229 1116.41,215.161 1116.84,215.093 1117.26,215.025 1117.68,214.958 1118.1,214.89 1118.53,214.822 1118.95,214.755 \n",
       "  1119.37,214.687 1119.8,214.62 1120.22,214.552 1120.64,214.485 1121.06,214.417 1121.49,214.35 1121.91,214.282 1122.33,214.215 1122.76,214.147 1123.18,214.08 \n",
       "  1123.6,214.013 1124.02,213.946 1124.45,213.878 1124.87,213.811 1125.29,213.744 1125.72,213.677 1126.14,213.61 1126.56,213.542 1126.98,213.475 1127.41,213.408 \n",
       "  1127.83,213.341 1128.25,213.274 1128.67,213.207 1129.1,213.14 1129.52,213.073 1129.94,213.006 1130.37,212.94 1130.79,212.873 1131.21,212.806 1131.63,212.739 \n",
       "  1132.06,212.672 1132.48,212.605 1132.9,212.539 1133.33,212.472 1133.75,212.405 1134.17,212.339 1134.59,212.272 1135.02,212.206 1135.44,212.139 1135.86,212.072 \n",
       "  1136.29,212.006 1136.71,211.939 1137.13,211.873 1137.55,211.807 1137.98,211.74 1138.4,211.674 1138.82,211.607 1139.25,211.541 1139.67,211.475 1140.09,211.409 \n",
       "  1140.51,211.342 1140.94,211.276 1141.36,211.21 1141.78,211.144 1142.21,211.078 1142.63,211.011 1143.05,210.945 1143.47,210.879 1143.9,210.813 1144.32,210.747 \n",
       "  1144.74,210.681 1145.17,210.615 1145.59,210.549 1146.01,210.483 1146.43,210.418 1146.86,210.352 1147.28,210.286 1147.7,210.22 1148.12,210.154 1148.55,210.089 \n",
       "  1148.97,210.023 1149.39,209.957 1149.82,209.891 1150.24,209.826 1150.66,209.76 1151.08,209.695 1151.51,209.629 1151.93,209.563 1152.35,209.498 1152.78,209.432 \n",
       "  1153.2,209.367 1153.62,209.301 1154.04,209.236 1154.47,209.171 1154.89,209.105 1155.31,209.04 1155.74,208.975 1156.16,208.909 1156.58,208.844 1157,208.779 \n",
       "  1157.43,208.714 1157.85,208.648 1158.27,208.583 1158.7,208.518 1159.12,208.453 1159.54,208.388 1159.96,208.323 1160.39,208.258 1160.81,208.193 1161.23,208.128 \n",
       "  1161.66,208.063 1162.08,207.998 1162.5,207.933 1162.92,207.868 1163.35,207.803 1163.77,207.738 1164.19,207.674 1164.62,207.609 1165.04,207.544 1165.46,207.479 \n",
       "  1165.88,207.415 1166.31,207.35 1166.73,207.285 1167.15,207.221 1167.57,207.156 1168,207.091 1168.42,207.027 1168.84,206.962 1169.27,206.898 1169.69,206.833 \n",
       "  1170.11,206.769 1170.53,206.704 1170.96,206.64 1171.38,206.575 1171.8,206.511 1172.23,206.447 1172.65,206.382 1173.07,206.318 1173.49,206.254 1173.92,206.19 \n",
       "  1174.34,206.125 1174.76,206.061 1175.19,205.997 1175.61,205.933 1176.03,205.869 1176.45,205.805 1176.88,205.741 1177.3,205.677 1177.72,205.613 1178.15,205.549 \n",
       "  1178.57,205.485 1178.99,205.421 1179.41,205.357 1179.84,205.293 1180.26,205.229 1180.68,205.165 1181.11,205.101 1181.53,205.037 1181.95,204.974 1182.37,204.91 \n",
       "  1182.8,204.846 1183.22,204.782 1183.64,204.719 1184.07,204.655 1184.49,204.591 1184.91,204.528 1185.33,204.464 1185.76,204.401 1186.18,204.337 1186.6,204.274 \n",
       "  1187.02,204.21 1187.45,204.147 1187.87,204.083 1188.29,204.02 1188.72,203.956 1189.14,203.893 1189.56,203.83 1189.98,203.766 1190.41,203.703 1190.83,203.64 \n",
       "  1191.25,203.576 1191.68,203.513 1192.1,203.45 1192.52,203.387 1192.94,203.324 1193.37,203.26 1193.79,203.197 1194.21,203.134 1194.64,203.071 1195.06,203.008 \n",
       "  1195.48,202.945 1195.9,202.882 1196.33,202.819 1196.75,202.756 1197.17,202.693 1197.6,202.63 1198.02,202.567 1198.44,202.505 1198.86,202.442 1199.29,202.379 \n",
       "  1199.71,202.316 1200.13,202.253 1200.56,202.191 1200.98,202.128 1201.4,202.065 1201.82,202.003 1202.25,201.94 1202.67,201.877 1203.09,201.815 1203.52,201.752 \n",
       "  1203.94,201.69 1204.36,201.627 1204.78,201.565 1205.21,201.502 1205.63,201.44 1206.05,201.377 1206.47,201.315 1206.9,201.252 1207.32,201.19 1207.74,201.128 \n",
       "  1208.17,201.065 1208.59,201.003 1209.01,200.941 1209.43,200.878 1209.86,200.816 1210.28,200.754 1210.7,200.692 1211.13,200.63 1211.55,200.568 1211.97,200.505 \n",
       "  1212.39,200.443 1212.82,200.381 1213.24,200.319 1213.66,200.257 1214.09,200.195 1214.51,200.133 1214.93,200.071 1215.35,200.009 1215.78,199.947 1216.2,199.886 \n",
       "  1216.62,199.824 1217.05,199.762 1217.47,199.7 1217.89,199.638 1218.31,199.576 1218.74,199.515 1219.16,199.453 1219.58,199.391 1220.01,199.33 1220.43,199.268 \n",
       "  1220.85,199.206 1221.27,199.145 1221.7,199.083 1222.12,199.021 1222.54,198.96 1222.97,198.898 1223.39,198.837 1223.81,198.775 1224.23,198.714 1224.66,198.652 \n",
       "  1225.08,198.591 1225.5,198.53 1225.92,198.468 1226.35,198.407 1226.77,198.346 1227.19,198.284 1227.62,198.223 1228.04,198.162 1228.46,198.1 1228.88,198.039 \n",
       "  1229.31,197.978 1229.73,197.917 1230.15,197.856 1230.58,197.795 1231,197.734 1231.42,197.672 1231.84,197.611 1232.27,197.55 1232.69,197.489 1233.11,197.428 \n",
       "  1233.54,197.367 1233.96,197.306 1234.38,197.245 1234.8,197.185 1235.23,197.124 1235.65,197.063 1236.07,197.002 1236.5,196.941 1236.92,196.88 1237.34,196.82 \n",
       "  1237.76,196.759 1238.19,196.698 1238.61,196.637 1239.03,196.577 1239.46,196.516 1239.88,196.455 1240.3,196.395 1240.72,196.334 1241.15,196.274 1241.57,196.213 \n",
       "  1241.99,196.152 1242.42,196.092 1242.84,196.031 1243.26,195.971 1243.68,195.91 1244.11,195.85 1244.53,195.79 1244.95,195.729 1245.37,195.669 1245.8,195.609 \n",
       "  1246.22,195.548 1246.64,195.488 1247.07,195.428 1247.49,195.367 1247.91,195.307 1248.33,195.247 1248.76,195.187 1249.18,195.127 1249.6,195.066 1250.03,195.006 \n",
       "  1250.45,194.946 1250.87,194.886 1251.29,194.826 1251.72,194.766 1252.14,194.706 1252.56,194.646 1252.99,194.586 1253.41,194.526 1253.83,194.466 1254.25,194.406 \n",
       "  1254.68,194.346 1255.1,194.286 1255.52,194.226 1255.95,194.167 1256.37,194.107 1256.79,194.047 1257.21,193.987 1257.64,193.927 1258.06,193.868 1258.48,193.808 \n",
       "  1258.91,193.748 1259.33,193.689 1259.75,193.629 1260.17,193.569 1260.6,193.51 1261.02,193.45 1261.44,193.391 1261.87,193.331 1262.29,193.272 1262.71,193.212 \n",
       "  1263.13,193.153 1263.56,193.093 1263.98,193.034 1264.4,192.974 1264.82,192.915 1265.25,192.856 1265.67,192.796 1266.09,192.737 1266.52,192.678 1266.94,192.618 \n",
       "  1267.36,192.559 1267.78,192.5 1268.21,192.441 1268.63,192.381 1269.05,192.322 1269.48,192.263 1269.9,192.204 1270.32,192.145 1270.74,192.086 1271.17,192.026 \n",
       "  1271.59,191.967 1272.01,191.908 1272.44,191.849 1272.86,191.79 1273.28,191.731 1273.7,191.672 1274.13,191.613 1274.55,191.555 1274.97,191.496 1275.4,191.437 \n",
       "  1275.82,191.378 1276.24,191.319 1276.66,191.26 1277.09,191.201 1277.51,191.143 1277.93,191.084 1278.36,191.025 1278.78,190.966 1279.2,190.908 1279.62,190.849 \n",
       "  1280.05,190.79 1280.47,190.732 1280.89,190.673 1281.32,190.615 1281.74,190.556 1282.16,190.497 1282.58,190.439 1283.01,190.38 1283.43,190.322 1283.85,190.263 \n",
       "  1284.27,190.205 1284.7,190.147 1285.12,190.088 1285.54,190.03 1285.97,189.971 1286.39,189.913 1286.81,189.855 1287.23,189.796 1287.66,189.738 1288.08,189.68 \n",
       "  1288.5,189.621 1288.93,189.563 1289.35,189.505 1289.77,189.447 1290.19,189.389 1290.62,189.331 1291.04,189.272 1291.46,189.214 1291.89,189.156 1292.31,189.098 \n",
       "  1292.73,189.04 1293.15,188.982 1293.58,188.924 1294,188.866 1294.42,188.808 1294.85,188.75 1295.27,188.692 1295.69,188.634 1296.11,188.576 1296.54,188.518 \n",
       "  1296.96,188.461 1297.38,188.403 1297.81,188.345 1298.23,188.287 1298.65,188.229 1299.07,188.172 1299.5,188.114 1299.92,188.056 1300.34,187.998 1300.77,187.941 \n",
       "  1301.19,187.883 1301.61,187.825 1302.03,187.768 1302.46,187.71 1302.88,187.653 1303.3,187.595 1303.72,187.537 1304.15,187.48 1304.57,187.422 1304.99,187.365 \n",
       "  1305.42,187.307 1305.84,187.25 1306.26,187.193 1306.68,187.135 1307.11,187.078 1307.53,187.02 1307.95,186.963 1308.38,186.906 1308.8,186.848 1309.22,186.791 \n",
       "  1309.64,186.734 1310.07,186.677 1310.49,186.619 1310.91,186.562 1311.34,186.505 1311.76,186.448 1312.18,186.391 1312.6,186.333 1313.03,186.276 1313.45,186.219 \n",
       "  1313.87,186.162 1314.3,186.105 1314.72,186.048 1315.14,185.991 1315.56,185.934 1315.99,185.877 1316.41,185.82 1316.83,185.763 1317.26,185.706 1317.68,185.649 \n",
       "  1318.1,185.592 1318.52,185.535 1318.95,185.479 1319.37,185.422 1319.79,185.365 1320.22,185.308 1320.64,185.251 1321.06,185.195 1321.48,185.138 1321.91,185.081 \n",
       "  1322.33,185.024 1322.75,184.968 1323.17,184.911 1323.6,184.854 1324.02,184.798 1324.44,184.741 1324.87,184.685 1325.29,184.628 1325.71,184.571 1326.13,184.515 \n",
       "  1326.56,184.458 1326.98,184.402 1327.4,184.345 1327.83,184.289 1328.25,184.233 1328.67,184.176 1329.09,184.12 1329.52,184.063 1329.94,184.007 1330.36,183.951 \n",
       "  1330.79,183.894 1331.21,183.838 1331.63,183.782 1332.05,183.725 1332.48,183.669 1332.9,183.613 1333.32,183.557 1333.75,183.5 1334.17,183.444 1334.59,183.388 \n",
       "  1335.01,183.332 1335.44,183.276 1335.86,183.22 1336.28,183.164 1336.71,183.108 1337.13,183.052 1337.55,182.995 1337.97,182.939 1338.4,182.883 1338.82,182.827 \n",
       "  1339.24,182.772 1339.67,182.716 1340.09,182.66 1340.51,182.604 1340.93,182.548 1341.36,182.492 1341.78,182.436 1342.2,182.38 1342.62,182.324 1343.05,182.269 \n",
       "  1343.47,182.213 1343.89,182.157 1344.32,182.101 1344.74,182.046 1345.16,181.99 1345.58,181.934 1346.01,181.879 1346.43,181.823 1346.85,181.767 1347.28,181.712 \n",
       "  1347.7,181.656 1348.12,181.601 1348.54,181.545 1348.97,181.489 1349.39,181.434 1349.81,181.378 1350.24,181.323 1350.66,181.267 1351.08,181.212 1351.5,181.157 \n",
       "  1351.93,181.101 1352.35,181.046 1352.77,180.99 1353.2,180.935 1353.62,180.88 1354.04,180.824 1354.46,180.769 1354.89,180.714 1355.31,180.658 1355.73,180.603 \n",
       "  1356.16,180.548 1356.58,180.493 1357,180.437 1357.42,180.382 1357.85,180.327 1358.27,180.272 1358.69,180.217 1359.12,180.162 1359.54,180.107 1359.96,180.052 \n",
       "  1360.38,179.996 1360.81,179.941 1361.23,179.886 1361.65,179.831 1362.07,179.776 1362.5,179.721 1362.92,179.666 1363.34,179.612 1363.77,179.557 1364.19,179.502 \n",
       "  1364.61,179.447 1365.03,179.392 1365.46,179.337 1365.88,179.282 1366.3,179.227 1366.73,179.173 1367.15,179.118 1367.57,179.063 1367.99,179.008 1368.42,178.954 \n",
       "  1368.84,178.899 1369.26,178.844 1369.69,178.79 1370.11,178.735 1370.53,178.68 1370.95,178.626 1371.38,178.571 1371.8,178.516 1372.22,178.462 1372.65,178.407 \n",
       "  1373.07,178.353 1373.49,178.298 1373.91,178.244 1374.34,178.189 1374.76,178.135 1375.18,178.08 1375.61,178.026 1376.03,177.972 1376.45,177.917 1376.87,177.863 \n",
       "  1377.3,177.808 1377.72,177.754 1378.14,177.7 1378.57,177.645 1378.99,177.591 1379.41,177.537 1379.83,177.483 1380.26,177.428 1380.68,177.374 1381.1,177.32 \n",
       "  1381.52,177.266 1381.95,177.212 1382.37,177.157 1382.79,177.103 1383.22,177.049 1383.64,176.995 1384.06,176.941 1384.48,176.887 1384.91,176.833 1385.33,176.779 \n",
       "  1385.75,176.725 1386.18,176.671 1386.6,176.617 1387.02,176.563 1387.44,176.509 1387.87,176.455 1388.29,176.401 1388.71,176.347 1389.14,176.293 1389.56,176.239 \n",
       "  1389.98,176.185 1390.4,176.132 1390.83,176.078 1391.25,176.024 1391.67,175.97 1392.1,175.916 1392.52,175.863 1392.94,175.809 1393.36,175.755 1393.79,175.702 \n",
       "  1394.21,175.648 1394.63,175.594 1395.06,175.541 1395.48,175.487 1395.9,175.433 1396.32,175.38 1396.75,175.326 1397.17,175.273 1397.59,175.219 1398.02,175.165 \n",
       "  1398.44,175.112 1398.86,175.058 1399.28,175.005 1399.71,174.952 1400.13,174.898 1400.55,174.845 1400.97,174.791 1401.4,174.738 1401.82,174.684 1402.24,174.631 \n",
       "  1402.67,174.578 1403.09,174.524 1403.51,174.471 1403.93,174.418 1404.36,174.364 1404.78,174.311 1405.2,174.258 1405.63,174.205 1406.05,174.151 1406.47,174.098 \n",
       "  1406.89,174.045 1407.32,173.992 1407.74,173.939 1408.16,173.886 1408.59,173.833 1409.01,173.779 1409.43,173.726 1409.85,173.673 1410.28,173.62 1410.7,173.567 \n",
       "  1411.12,173.514 1411.55,173.461 1411.97,173.408 1412.39,173.355 1412.81,173.302 1413.24,173.249 1413.66,173.196 1414.08,173.143 1414.51,173.091 1414.93,173.038 \n",
       "  1415.35,172.985 1415.77,172.932 1416.2,172.879 1416.62,172.826 1417.04,172.774 1417.47,172.721 1417.89,172.668 1418.31,172.615 1418.73,172.563 1419.16,172.51 \n",
       "  1419.58,172.457 1420,172.404 1420.42,172.352 1420.85,172.299 1421.27,172.247 1421.69,172.194 1422.12,172.141 1422.54,172.089 1422.96,172.036 1423.38,171.984 \n",
       "  1423.81,171.931 1424.23,171.879 1424.65,171.826 1425.08,171.774 1425.5,171.721 1425.92,171.669 1426.34,171.616 1426.77,171.564 1427.19,171.511 1427.61,171.459 \n",
       "  1428.04,171.407 1428.46,171.354 1428.88,171.302 1429.3,171.25 1429.73,171.197 1430.15,171.145 1430.57,171.093 1431,171.04 1431.42,170.988 1431.84,170.936 \n",
       "  1432.26,170.884 1432.69,170.832 1433.11,170.779 1433.53,170.727 1433.96,170.675 1434.38,170.623 1434.8,170.571 1435.22,170.519 1435.65,170.467 1436.07,170.415 \n",
       "  1436.49,170.362 1436.92,170.31 1437.34,170.258 1437.76,170.206 1438.18,170.154 1438.61,170.102 1439.03,170.05 1439.45,169.998 1439.87,169.947 1440.3,169.895 \n",
       "  1440.72,169.843 1441.14,169.791 1441.57,169.739 1441.99,169.687 1442.41,169.635 1442.83,169.583 1443.26,169.532 1443.68,169.48 1444.1,169.428 1444.53,169.376 \n",
       "  1444.95,169.325 1445.37,169.273 1445.79,169.221 1446.22,169.169 1446.64,169.118 1447.06,169.066 1447.49,169.014 1447.91,168.963 1448.33,168.911 1448.75,168.86 \n",
       "  1449.18,168.808 1449.6,168.756 1450.02,168.705 1450.45,168.653 1450.87,168.602 1451.29,168.55 1451.71,168.499 1452.14,168.447 1452.56,168.396 1452.98,168.344 \n",
       "  1453.41,168.293 1453.83,168.241 1454.25,168.19 1454.67,168.139 1455.1,168.087 1455.52,168.036 1455.94,167.985 1456.37,167.933 1456.79,167.882 1457.21,167.831 \n",
       "  1457.63,167.779 1458.06,167.728 1458.48,167.677 1458.9,167.626 1459.32,167.574 1459.75,167.523 1460.17,167.472 1460.59,167.421 1461.02,167.37 1461.44,167.318 \n",
       "  1461.86,167.267 1462.28,167.216 1462.71,167.165 1463.13,167.114 1463.55,167.063 1463.98,167.012 1464.4,166.961 1464.82,166.91 1465.24,166.859 1465.67,166.808 \n",
       "  1466.09,166.757 1466.51,166.706 1466.94,166.655 1467.36,166.604 1467.78,166.553 1468.2,166.502 1468.63,166.451 1469.05,166.4 1469.47,166.35 1469.9,166.299 \n",
       "  1470.32,166.248 1470.74,166.197 1471.16,166.146 1471.59,166.095 1472.01,166.045 1472.43,165.994 1472.86,165.943 1473.28,165.892 1473.7,165.842 1474.12,165.791 \n",
       "  1474.55,165.74 1474.97,165.69 1475.39,165.639 1475.82,165.588 1476.24,165.538 1476.66,165.487 1477.08,165.437 1477.51,165.386 1477.93,165.335 1478.35,165.285 \n",
       "  1478.77,165.234 1479.2,165.184 1479.62,165.133 1480.04,165.083 1480.47,165.032 1480.89,164.982 1481.31,164.931 1481.73,164.881 1482.16,164.831 1482.58,164.78 \n",
       "  1483,164.73 1483.43,164.679 1483.85,164.629 1484.27,164.579 1484.69,164.528 1485.12,164.478 1485.54,164.428 1485.96,164.377 1486.39,164.327 1486.81,164.277 \n",
       "  1487.23,164.227 1487.65,164.176 1488.08,164.126 1488.5,164.076 1488.92,164.026 1489.35,163.976 1489.77,163.926 1490.19,163.875 1490.61,163.825 1491.04,163.775 \n",
       "  1491.46,163.725 1491.88,163.675 1492.31,163.625 1492.73,163.575 1493.15,163.525 1493.57,163.475 1494,163.425 1494.42,163.375 1494.84,163.325 1495.27,163.275 \n",
       "  1495.69,163.225 1496.11,163.175 1496.53,163.125 1496.96,163.075 1497.38,163.025 1497.8,162.975 1498.22,162.926 1498.65,162.876 1499.07,162.826 1499.49,162.776 \n",
       "  1499.92,162.726 1500.34,162.676 1500.76,162.627 1501.18,162.577 1501.61,162.527 1502.03,162.477 1502.45,162.428 1502.88,162.378 1503.3,162.328 1503.72,162.279 \n",
       "  1504.14,162.229 1504.57,162.179 1504.99,162.13 1505.41,162.08 1505.84,162.03 1506.26,161.981 1506.68,161.931 1507.1,161.882 1507.53,161.832 1507.95,161.783 \n",
       "  1508.37,161.733 1508.8,161.684 1509.22,161.634 1509.64,161.585 1510.06,161.535 1510.49,161.486 1510.91,161.436 1511.33,161.387 1511.76,161.337 1512.18,161.288 \n",
       "  1512.6,161.239 1513.02,161.189 1513.45,161.14 1513.87,161.091 1514.29,161.041 1514.71,160.992 1515.14,160.943 1515.56,160.893 1515.98,160.844 1516.41,160.795 \n",
       "  1516.83,160.746 1517.25,160.696 1517.67,160.647 1518.1,160.598 1518.52,160.549 1518.94,160.5 1519.37,160.45 1519.79,160.401 1520.21,160.352 1520.63,160.303 \n",
       "  1521.06,160.254 1521.48,160.205 1521.9,160.156 1522.33,160.107 1522.75,160.058 1523.17,160.009 1523.59,159.96 1524.02,159.911 1524.44,159.862 1524.86,159.813 \n",
       "  1525.29,159.764 1525.71,159.715 1526.13,159.666 1526.55,159.617 1526.98,159.568 1527.4,159.519 1527.82,159.47 1528.25,159.421 1528.67,159.372 1529.09,159.324 \n",
       "  1529.51,159.275 1529.94,159.226 1530.36,159.177 1530.78,159.128 1531.21,159.08 1531.63,159.031 1532.05,158.982 1532.47,158.933 1532.9,158.885 1533.32,158.836 \n",
       "  1533.74,158.787 1534.16,158.739 1534.59,158.69 1535.01,158.641 1535.43,158.593 1535.86,158.544 1536.28,158.495 1536.7,158.447 1537.12,158.398 1537.55,158.35 \n",
       "  1537.97,158.301 1538.39,158.253 1538.82,158.204 1539.24,158.156 1539.66,158.107 1540.08,158.059 1540.51,158.01 1540.93,157.962 1541.35,157.913 1541.78,157.865 \n",
       "  1542.2,157.816 1542.62,157.768 1543.04,157.72 1543.47,157.671 1543.89,157.623 1544.31,157.574 1544.74,157.526 1545.16,157.478 1545.58,157.429 1546,157.381 \n",
       "  1546.43,157.333 1546.85,157.285 1547.27,157.236 1547.7,157.188 1548.12,157.14 1548.54,157.092 1548.96,157.043 1549.39,156.995 1549.81,156.947 1550.23,156.899 \n",
       "  1550.66,156.851 1551.08,156.803 1551.5,156.755 1551.92,156.706 1552.35,156.658 1552.77,156.61 1553.19,156.562 1553.61,156.514 1554.04,156.466 1554.46,156.418 \n",
       "  1554.88,156.37 1555.31,156.322 1555.73,156.274 1556.15,156.226 1556.57,156.178 1557,156.13 1557.42,156.082 1557.84,156.034 1558.27,155.986 1558.69,155.938 \n",
       "  1559.11,155.891 1559.53,155.843 1559.96,155.795 1560.38,155.747 1560.8,155.699 1561.23,155.651 1561.65,155.604 1562.07,155.556 1562.49,155.508 1562.92,155.46 \n",
       "  1563.34,155.412 1563.76,155.365 1564.19,155.317 1564.61,155.269 1565.03,155.222 1565.45,155.174 1565.88,155.126 1566.3,155.079 1566.72,155.031 1567.15,154.983 \n",
       "  1567.57,154.936 1567.99,154.888 1568.41,154.84 1568.84,154.793 1569.26,154.745 1569.68,154.698 1570.11,154.65 1570.53,154.603 1570.95,154.555 1571.37,154.508 \n",
       "  1571.8,154.46 1572.22,154.413 1572.64,154.365 1573.06,154.318 1573.49,154.27 1573.91,154.223 1574.33,154.176 1574.76,154.128 1575.18,154.081 1575.6,154.033 \n",
       "  1576.02,153.986 1576.45,153.939 1576.87,153.891 1577.29,153.844 1577.72,153.797 1578.14,153.749 1578.56,153.702 1578.98,153.655 1579.41,153.608 1579.83,153.56 \n",
       "  1580.25,153.513 1580.68,153.466 1581.1,153.419 1581.52,153.371 1581.94,153.324 1582.37,153.277 1582.79,153.23 1583.21,153.183 1583.64,153.136 1584.06,153.089 \n",
       "  1584.48,153.041 1584.9,152.994 1585.33,152.947 1585.75,152.9 1586.17,152.853 1586.6,152.806 1587.02,152.759 1587.44,152.712 1587.86,152.665 1588.29,152.618 \n",
       "  1588.71,152.571 1589.13,152.524 1589.56,152.477 1589.98,152.43 1590.4,152.383 1590.82,152.336 1591.25,152.289 1591.67,152.243 1592.09,152.196 1592.51,152.149 \n",
       "  1592.94,152.102 1593.36,152.055 1593.78,152.008 1594.21,151.961 1594.63,151.915 1595.05,151.868 1595.47,151.821 1595.9,151.774 1596.32,151.728 1596.74,151.681 \n",
       "  1597.17,151.634 1597.59,151.587 1598.01,151.541 1598.43,151.494 1598.86,151.447 1599.28,151.401 1599.7,151.354 1600.13,151.307 1600.55,151.261 1600.97,151.214 \n",
       "  1601.39,151.168 1601.82,151.121 1602.24,151.074 1602.66,151.028 1603.09,150.981 1603.51,150.935 1603.93,150.888 1604.35,150.842 1604.78,150.795 1605.2,150.749 \n",
       "  1605.62,150.702 1606.05,150.656 1606.47,150.609 1606.89,150.563 1607.31,150.516 1607.74,150.47 1608.16,150.424 1608.58,150.377 1609.01,150.331 1609.43,150.284 \n",
       "  1609.85,150.238 1610.27,150.192 1610.7,150.145 1611.12,150.099 1611.54,150.053 1611.96,150.006 1612.39,149.96 1612.81,149.914 1613.23,149.868 1613.66,149.821 \n",
       "  1614.08,149.775 1614.5,149.729 1614.92,149.683 1615.35,149.637 1615.77,149.59 1616.19,149.544 1616.62,149.498 1617.04,149.452 1617.46,149.406 1617.88,149.36 \n",
       "  1618.31,149.314 1618.73,149.267 1619.15,149.221 1619.58,149.175 1620,149.129 1620.42,149.083 1620.84,149.037 1621.27,148.991 1621.69,148.945 1622.11,148.899 \n",
       "  1622.54,148.853 1622.96,148.807 1623.38,148.761 1623.8,148.715 1624.23,148.669 1624.65,148.623 1625.07,148.577 1625.5,148.531 1625.92,148.486 1626.34,148.44 \n",
       "  1626.76,148.394 1627.19,148.348 1627.61,148.302 1628.03,148.256 1628.46,148.21 1628.88,148.165 1629.3,148.119 1629.72,148.073 1630.15,148.027 1630.57,147.982 \n",
       "  1630.99,147.936 1631.41,147.89 1631.84,147.844 1632.26,147.799 1632.68,147.753 1633.11,147.707 1633.53,147.662 1633.95,147.616 1634.37,147.57 1634.8,147.525 \n",
       "  1635.22,147.479 1635.64,147.433 1636.07,147.388 1636.49,147.342 1636.91,147.297 1637.33,147.251 1637.76,147.205 1638.18,147.16 1638.6,147.114 1639.03,147.069 \n",
       "  1639.45,147.023 1639.87,146.978 1640.29,146.932 1640.72,146.887 1641.14,146.841 1641.56,146.796 1641.99,146.751 1642.41,146.705 1642.83,146.66 1643.25,146.614 \n",
       "  1643.68,146.569 1644.1,146.524 1644.52,146.478 1644.95,146.433 1645.37,146.387 1645.79,146.342 1646.21,146.297 1646.64,146.251 1647.06,146.206 1647.48,146.161 \n",
       "  1647.91,146.116 1648.33,146.07 1648.75,146.025 1649.17,145.98 1649.6,145.935 1650.02,145.889 1650.44,145.844 1650.86,145.799 1651.29,145.754 1651.71,145.709 \n",
       "  1652.13,145.664 1652.56,145.618 1652.98,145.573 1653.4,145.528 1653.82,145.483 1654.25,145.438 1654.67,145.393 1655.09,145.348 1655.52,145.303 1655.94,145.258 \n",
       "  1656.36,145.213 1656.78,145.168 1657.21,145.123 1657.63,145.078 1658.05,145.033 1658.48,144.988 1658.9,144.943 1659.32,144.898 1659.74,144.853 1660.17,144.808 \n",
       "  1660.59,144.763 1661.01,144.718 1661.44,144.673 1661.86,144.628 1662.28,144.583 1662.7,144.538 1663.13,144.493 1663.55,144.449 1663.97,144.404 1664.4,144.359 \n",
       "  1664.82,144.314 1665.24,144.269 1665.66,144.225 1666.09,144.18 1666.51,144.135 1666.93,144.09 1667.36,144.046 1667.78,144.001 1668.2,143.956 1668.62,143.911 \n",
       "  1669.05,143.867 1669.47,143.822 1669.89,143.777 1670.31,143.733 1670.74,143.688 1671.16,143.643 1671.58,143.599 1672.01,143.554 1672.43,143.509 1672.85,143.465 \n",
       "  1673.27,143.42 1673.7,143.376 1674.12,143.331 1674.54,143.287 1674.97,143.242 1675.39,143.198 1675.81,143.153 1676.23,143.109 1676.66,143.064 1677.08,143.02 \n",
       "  1677.5,142.975 1677.93,142.931 1678.35,142.886 1678.77,142.842 1679.19,142.797 1679.62,142.753 1680.04,142.709 1680.46,142.664 1680.89,142.62 1681.31,142.575 \n",
       "  1681.73,142.531 1682.15,142.487 1682.58,142.442 1683,142.398 1683.42,142.354 1683.85,142.309 1684.27,142.265 1684.69,142.221 1685.11,142.177 1685.54,142.132 \n",
       "  1685.96,142.088 1686.38,142.044 1686.81,142 1687.23,141.955 1687.65,141.911 1688.07,141.867 1688.5,141.823 1688.92,141.779 1689.34,141.734 1689.76,141.69 \n",
       "  1690.19,141.646 1690.61,141.602 1691.03,141.558 1691.46,141.514 1691.88,141.47 1692.3,141.426 1692.72,141.382 1693.15,141.338 1693.57,141.294 1693.99,141.249 \n",
       "  1694.42,141.205 1694.84,141.161 1695.26,141.117 1695.68,141.073 1696.11,141.029 1696.53,140.985 1696.95,140.942 1697.38,140.898 1697.8,140.854 1698.22,140.81 \n",
       "  1698.64,140.766 1699.07,140.722 1699.49,140.678 1699.91,140.634 1700.34,140.59 1700.76,140.546 1701.18,140.503 1701.6,140.459 1702.03,140.415 1702.45,140.371 \n",
       "  1702.87,140.327 1703.3,140.283 1703.72,140.24 1704.14,140.196 1704.56,140.152 1704.99,140.108 1705.41,140.065 1705.83,140.021 1706.26,139.977 1706.68,139.934 \n",
       "  1707.1,139.89 1707.52,139.846 1707.95,139.802 1708.37,139.759 1708.79,139.715 1709.21,139.672 1709.64,139.628 1710.06,139.584 1710.48,139.541 1710.91,139.497 \n",
       "  1711.33,139.453 1711.75,139.41 1712.17,139.366 1712.6,139.323 1713.02,139.279 1713.44,139.236 1713.87,139.192 1714.29,139.149 1714.71,139.105 1715.13,139.062 \n",
       "  1715.56,139.018 1715.98,138.975 1716.4,138.931 1716.83,138.888 1717.25,138.844 1717.67,138.801 1718.09,138.758 1718.52,138.714 1718.94,138.671 1719.36,138.627 \n",
       "  1719.79,138.584 1720.21,138.541 1720.63,138.497 1721.05,138.454 1721.48,138.411 1721.9,138.367 1722.32,138.324 1722.75,138.281 1723.17,138.237 1723.59,138.194 \n",
       "  1724.01,138.151 1724.44,138.108 1724.86,138.064 1725.28,138.021 1725.71,137.978 1726.13,137.935 1726.55,137.891 1726.97,137.848 1727.4,137.805 1727.82,137.762 \n",
       "  1728.24,137.719 1728.66,137.676 1729.09,137.632 1729.51,137.589 1729.93,137.546 1730.36,137.503 1730.78,137.46 1731.2,137.417 1731.62,137.374 1732.05,137.331 \n",
       "  1732.47,137.288 1732.89,137.245 1733.32,137.202 1733.74,137.159 1734.16,137.116 1734.58,137.073 1735.01,137.03 1735.43,136.987 1735.85,136.944 1736.28,136.901 \n",
       "  1736.7,136.858 1737.12,136.815 1737.54,136.772 1737.97,136.729 1738.39,136.686 1738.81,136.643 1739.24,136.6 1739.66,136.557 1740.08,136.515 1740.5,136.472 \n",
       "  1740.93,136.429 1741.35,136.386 1741.77,136.343 1742.2,136.3 1742.62,136.258 1743.04,136.215 1743.46,136.172 1743.89,136.129 1744.31,136.086 1744.73,136.044 \n",
       "  1745.16,136.001 1745.58,135.958 1746,135.916 1746.42,135.873 1746.85,135.83 1747.27,135.787 1747.69,135.745 1748.11,135.702 1748.54,135.659 1748.96,135.617 \n",
       "  1749.38,135.574 1749.81,135.532 1750.23,135.489 1750.65,135.446 1751.07,135.404 1751.5,135.361 1751.92,135.319 1752.34,135.276 1752.77,135.233 1753.19,135.191 \n",
       "  1753.61,135.148 1754.03,135.106 1754.46,135.063 1754.88,135.021 1755.3,134.978 1755.73,134.936 1756.15,134.893 1756.57,134.851 1756.99,134.808 1757.42,134.766 \n",
       "  1757.84,134.724 1758.26,134.681 1758.69,134.639 1759.11,134.596 1759.53,134.554 1759.95,134.512 1760.38,134.469 1760.8,134.427 1761.22,134.384 1761.65,134.342 \n",
       "  1762.07,134.3 1762.49,134.257 1762.91,134.215 1763.34,134.173 1763.76,134.131 1764.18,134.088 1764.61,134.046 1765.03,134.004 1765.45,133.962 1765.87,133.919 \n",
       "  1766.3,133.877 1766.72,133.835 1767.14,133.793 1767.56,133.75 1767.99,133.708 1768.41,133.666 1768.83,133.624 1769.26,133.582 1769.68,133.54 1770.1,133.497 \n",
       "  1770.52,133.455 1770.95,133.413 1771.37,133.371 1771.79,133.329 1772.22,133.287 1772.64,133.245 1773.06,133.203 1773.48,133.161 1773.91,133.119 1774.33,133.077 \n",
       "  1774.75,133.035 1775.18,132.993 1775.6,132.951 1776.02,132.909 1776.44,132.867 1776.87,132.825 1777.29,132.783 1777.71,132.741 1778.14,132.699 1778.56,132.657 \n",
       "  1778.98,132.615 1779.4,132.573 1779.83,132.531 1780.25,132.489 1780.67,132.447 1781.1,132.405 1781.52,132.364 1781.94,132.322 1782.36,132.28 1782.79,132.238 \n",
       "  1783.21,132.196 1783.63,132.154 1784.06,132.113 1784.48,132.071 1784.9,132.029 1785.32,131.987 1785.75,131.945 1786.17,131.904 1786.59,131.862 1787.01,131.82 \n",
       "  1787.44,131.778 1787.86,131.737 1788.28,131.695 1788.71,131.653 1789.13,131.612 1789.55,131.57 1789.97,131.528 1790.4,131.487 1790.82,131.445 1791.24,131.403 \n",
       "  1791.67,131.362 1792.09,131.32 1792.51,131.278 1792.93,131.237 1793.36,131.195 1793.78,131.154 1794.2,131.112 1794.63,131.071 1795.05,131.029 1795.47,130.987 \n",
       "  1795.89,130.946 1796.32,130.904 1796.74,130.863 1797.16,130.821 1797.59,130.78 1798.01,130.738 1798.43,130.697 1798.85,130.655 1799.28,130.614 1799.7,130.573 \n",
       "  1800.12,130.531 1800.55,130.49 1800.97,130.448 1801.39,130.407 1801.81,130.365 1802.24,130.324 1802.66,130.283 1803.08,130.241 1803.51,130.2 1803.93,130.159 \n",
       "  1804.35,130.117 1804.77,130.076 1805.2,130.035 1805.62,129.993 1806.04,129.952 1806.46,129.911 1806.89,129.869 1807.31,129.828 1807.73,129.787 1808.16,129.746 \n",
       "  1808.58,129.704 1809,129.663 1809.42,129.622 1809.85,129.581 1810.27,129.54 1810.69,129.498 1811.12,129.457 1811.54,129.416 1811.96,129.375 1812.38,129.334 \n",
       "  1812.81,129.293 1813.23,129.251 1813.65,129.21 1814.08,129.169 1814.5,129.128 1814.92,129.087 1815.34,129.046 1815.77,129.005 1816.19,128.964 1816.61,128.923 \n",
       "  1817.04,128.882 1817.46,128.841 1817.88,128.8 1818.3,128.758 1818.73,128.717 1819.15,128.676 1819.57,128.635 1820,128.594 1820.42,128.554 1820.84,128.513 \n",
       "  1821.26,128.472 1821.69,128.431 1822.11,128.39 1822.53,128.349 1822.96,128.308 1823.38,128.267 1823.8,128.226 1824.22,128.185 1824.65,128.144 1825.07,128.103 \n",
       "  1825.49,128.063 1825.91,128.022 1826.34,127.981 1826.76,127.94 1827.18,127.899 1827.61,127.858 1828.03,127.818 1828.45,127.777 1828.87,127.736 1829.3,127.695 \n",
       "  1829.72,127.654 1830.14,127.614 1830.57,127.573 1830.99,127.532 1831.41,127.491 1831.83,127.451 1832.26,127.41 1832.68,127.369 1833.1,127.329 1833.53,127.288 \n",
       "  1833.95,127.247 1834.37,127.207 1834.79,127.166 1835.22,127.125 1835.64,127.085 1836.06,127.044 1836.49,127.003 1836.91,126.963 1837.33,126.922 1837.75,126.882 \n",
       "  1838.18,126.841 1838.6,126.8 1839.02,126.76 1839.45,126.719 1839.87,126.679 1840.29,126.638 1840.71,126.598 1841.14,126.557 1841.56,126.517 1841.98,126.476 \n",
       "  1842.41,126.436 1842.83,126.395 1843.25,126.355 1843.67,126.314 1844.1,126.274 1844.52,126.233 1844.94,126.193 1845.36,126.153 1845.79,126.112 1846.21,126.072 \n",
       "  1846.63,126.031 1847.06,125.991 1847.48,125.951 1847.9,125.91 1848.32,125.87 1848.75,125.83 1849.17,125.789 1849.59,125.749 1850.02,125.709 1850.44,125.668 \n",
       "  1850.86,125.628 1851.28,125.588 1851.71,125.547 1852.13,125.507 1852.55,125.467 1852.98,125.427 1853.4,125.386 1853.82,125.346 1854.24,125.306 1854.67,125.266 \n",
       "  1855.09,125.225 1855.51,125.185 1855.94,125.145 1856.36,125.105 1856.78,125.065 1857.2,125.024 1857.63,124.984 1858.05,124.944 1858.47,124.904 1858.9,124.864 \n",
       "  1859.32,124.824 1859.74,124.784 1860.16,124.744 1860.59,124.703 1861.01,124.663 1861.43,124.623 1861.86,124.583 1862.28,124.543 1862.7,124.503 1863.12,124.463 \n",
       "  1863.55,124.423 1863.97,124.383 1864.39,124.343 1864.81,124.303 1865.24,124.263 1865.66,124.223 1866.08,124.183 1866.51,124.143 1866.93,124.103 1867.35,124.063 \n",
       "  1867.77,124.023 1868.2,123.983 1868.62,123.943 1869.04,123.903 1869.47,123.864 1869.89,123.824 1870.31,123.784 1870.73,123.744 1871.16,123.704 1871.58,123.664 \n",
       "  1872,123.624 1872.43,123.584 1872.85,123.545 1873.27,123.505 1873.69,123.465 1874.12,123.425 1874.54,123.385 1874.96,123.346 1875.39,123.306 1875.81,123.266 \n",
       "  1876.23,123.226 1876.65,123.187 1877.08,123.147 1877.5,123.107 1877.92,123.067 1878.35,123.028 1878.77,122.988 1879.19,122.948 1879.61,122.909 1880.04,122.869 \n",
       "  1880.46,122.829 1880.88,122.79 1881.31,122.75 1881.73,122.71 1882.15,122.671 1882.57,122.631 1883,122.591 1883.42,122.552 1883.84,122.512 1884.26,122.473 \n",
       "  1884.69,122.433 1885.11,122.393 1885.53,122.354 1885.96,122.314 1886.38,122.275 1886.8,122.235 1887.22,122.196 1887.65,122.156 1888.07,122.117 1888.49,122.077 \n",
       "  1888.92,122.038 1889.34,121.998 1889.76,121.959 1890.18,121.919 1890.61,121.88 1891.03,121.84 1891.45,121.801 1891.88,121.761 1892.3,121.722 1892.72,121.682 \n",
       "  1893.14,121.643 1893.57,121.604 1893.99,121.564 1894.41,121.525 1894.84,121.486 1895.26,121.446 1895.68,121.407 1896.1,121.367 1896.53,121.328 1896.95,121.289 \n",
       "  1897.37,121.249 1897.8,121.21 1898.22,121.171 1898.64,121.132 1899.06,121.092 1899.49,121.053 1899.91,121.014 1900.33,120.974 1900.76,120.935 1901.18,120.896 \n",
       "  1901.6,120.857 1902.02,120.817 1902.45,120.778 1902.87,120.739 1903.29,120.7 1903.71,120.661 1904.14,120.621 1904.56,120.582 1904.98,120.543 1905.41,120.504 \n",
       "  1905.83,120.465 1906.25,120.426 1906.67,120.387 1907.1,120.347 1907.52,120.308 1907.94,120.269 1908.37,120.23 1908.79,120.191 1909.21,120.152 1909.63,120.113 \n",
       "  1910.06,120.074 1910.48,120.035 1910.9,119.996 1911.33,119.957 1911.75,119.918 1912.17,119.879 1912.59,119.84 1913.02,119.801 1913.44,119.762 1913.86,119.723 \n",
       "  1914.29,119.684 1914.71,119.645 1915.13,119.606 1915.55,119.567 1915.98,119.528 1916.4,119.489 1916.82,119.45 1917.25,119.411 1917.67,119.372 1918.09,119.333 \n",
       "  1918.51,119.294 1918.94,119.255 1919.36,119.217 1919.78,119.178 1920.21,119.139 1920.63,119.1 1921.05,119.061 1921.47,119.022 1921.9,118.984 1922.32,118.945 \n",
       "  1922.74,118.906 1923.16,118.867 1923.59,118.828 1924.01,118.79 1924.43,118.751 1924.86,118.712 1925.28,118.673 1925.7,118.634 1926.12,118.596 1926.55,118.557 \n",
       "  1926.97,118.518 1927.39,118.48 1927.82,118.441 1928.24,118.402 1928.66,118.363 1929.08,118.325 1929.51,118.286 1929.93,118.247 1930.35,118.209 1930.78,118.17 \n",
       "  1931.2,118.132 1931.62,118.093 1932.04,118.054 1932.47,118.016 1932.89,117.977 1933.31,117.938 1933.74,117.9 1934.16,117.861 1934.58,117.823 1935,117.784 \n",
       "  1935.43,117.746 1935.85,117.707 1936.27,117.669 1936.7,117.63 1937.12,117.591 1937.54,117.553 1937.96,117.514 1938.39,117.476 1938.81,117.437 1939.23,117.399 \n",
       "  1939.66,117.36 1940.08,117.322 1940.5,117.284 1940.92,117.245 1941.35,117.207 1941.77,117.168 1942.19,117.13 1942.61,117.091 1943.04,117.053 1943.46,117.015 \n",
       "  1943.88,116.976 1944.31,116.938 1944.73,116.899 1945.15,116.861 1945.57,116.823 1946,116.784 1946.42,116.746 1946.84,116.708 1947.27,116.669 1947.69,116.631 \n",
       "  1948.11,116.593 1948.53,116.554 1948.96,116.516 1949.38,116.478 1949.8,116.44 1950.23,116.401 1950.65,116.363 1951.07,116.325 1951.49,116.287 1951.92,116.248 \n",
       "  1952.34,116.21 1952.76,116.172 1953.19,116.134 1953.61,116.096 1954.03,116.057 1954.45,116.019 1954.88,115.981 1955.3,115.943 1955.72,115.905 1956.15,115.867 \n",
       "  1956.57,115.828 1956.99,115.79 1957.41,115.752 1957.84,115.714 1958.26,115.676 1958.68,115.638 1959.11,115.6 1959.53,115.562 1959.95,115.524 1960.37,115.485 \n",
       "  1960.8,115.447 1961.22,115.409 1961.64,115.371 1962.06,115.333 1962.49,115.295 1962.91,115.257 1963.33,115.219 1963.76,115.181 1964.18,115.143 1964.6,115.105 \n",
       "  1965.02,115.067 1965.45,115.029 1965.87,114.991 1966.29,114.953 1966.72,114.915 1967.14,114.877 1967.56,114.84 1967.98,114.802 1968.41,114.764 1968.83,114.726 \n",
       "  1969.25,114.688 1969.68,114.65 1970.1,114.612 1970.52,114.574 1970.94,114.536 1971.37,114.498 1971.79,114.461 1972.21,114.423 1972.64,114.385 1973.06,114.347 \n",
       "  1973.48,114.309 1973.9,114.271 1974.33,114.234 1974.75,114.196 1975.17,114.158 1975.6,114.12 1976.02,114.083 1976.44,114.045 1976.86,114.007 1977.29,113.969 \n",
       "  1977.71,113.932 1978.13,113.894 1978.55,113.856 1978.98,113.818 1979.4,113.781 1979.82,113.743 1980.25,113.705 1980.67,113.668 1981.09,113.63 1981.51,113.592 \n",
       "  1981.94,113.555 1982.36,113.517 1982.78,113.479 1983.21,113.442 1983.63,113.404 1984.05,113.366 1984.47,113.329 1984.9,113.291 1985.32,113.254 1985.74,113.216 \n",
       "  1986.17,113.178 1986.59,113.141 1987.01,113.103 1987.43,113.066 1987.86,113.028 1988.28,112.991 1988.7,112.953 1989.13,112.916 1989.55,112.878 1989.97,112.841 \n",
       "  1990.39,112.803 1990.82,112.766 1991.24,112.728 1991.66,112.691 1992.09,112.653 1992.51,112.616 1992.93,112.578 1993.35,112.541 1993.78,112.503 1994.2,112.466 \n",
       "  1994.62,112.428 1995.05,112.391 1995.47,112.354 1995.89,112.316 1996.31,112.279 1996.74,112.241 1997.16,112.204 1997.58,112.167 1998,112.129 1998.43,112.092 \n",
       "  1998.85,112.055 1999.27,112.017 1999.7,111.98 2000.12,111.943 2000.54,111.905 2000.96,111.868 2001.39,111.831 2001.81,111.793 2002.23,111.756 2002.66,111.719 \n",
       "  2003.08,111.682 2003.5,111.644 2003.92,111.607 2004.35,111.57 2004.77,111.533 2005.19,111.495 2005.62,111.458 2006.04,111.421 2006.46,111.384 2006.88,111.347 \n",
       "  2007.31,111.309 2007.73,111.272 2008.15,111.235 2008.58,111.198 2009,111.161 2009.42,111.124 2009.84,111.086 2010.27,111.049 2010.69,111.012 2011.11,110.975 \n",
       "  2011.54,110.938 2011.96,110.901 2012.38,110.864 2012.8,110.827 2013.23,110.789 2013.65,110.752 2014.07,110.715 2014.5,110.678 2014.92,110.641 2015.34,110.604 \n",
       "  2015.76,110.567 2016.19,110.53 2016.61,110.493 2017.03,110.456 2017.45,110.419 2017.88,110.382 2018.3,110.345 2018.72,110.308 2019.15,110.271 2019.57,110.234 \n",
       "  2019.99,110.197 2020.41,110.16 2020.84,110.123 2021.26,110.086 2021.68,110.049 2022.11,110.013 2022.53,109.976 2022.95,109.939 2023.37,109.902 2023.8,109.865 \n",
       "  2024.22,109.828 2024.64,109.791 2025.07,109.754 2025.49,109.717 2025.91,109.681 2026.33,109.644 2026.76,109.607 2027.18,109.57 2027.6,109.533 2028.03,109.496 \n",
       "  2028.45,109.46 2028.87,109.423 2029.29,109.386 2029.72,109.349 2030.14,109.312 2030.56,109.276 2030.99,109.239 2031.41,109.202 2031.83,109.165 2032.25,109.129 \n",
       "  2032.68,109.092 2033.1,109.055 2033.52,109.019 2033.95,108.982 2034.37,108.945 2034.79,108.908 2035.21,108.872 2035.64,108.835 2036.06,108.798 2036.48,108.762 \n",
       "  2036.9,108.725 2037.33,108.688 2037.75,108.652 2038.17,108.615 2038.6,108.578 2039.02,108.542 2039.44,108.505 2039.86,108.469 2040.29,108.432 2040.71,108.395 \n",
       "  2041.13,108.359 2041.56,108.322 2041.98,108.286 2042.4,108.249 2042.82,108.213 2043.25,108.176 2043.67,108.14 2044.09,108.103 2044.52,108.066 2044.94,108.03 \n",
       "  2045.36,107.993 2045.78,107.957 2046.21,107.92 2046.63,107.884 2047.05,107.848 2047.48,107.811 2047.9,107.775 2048.32,107.738 2048.74,107.702 2049.17,107.665 \n",
       "  2049.59,107.629 2050.01,107.592 2050.44,107.556 2050.86,107.52 2051.28,107.483 2051.7,107.447 2052.13,107.41 2052.55,107.374 2052.97,107.338 2053.4,107.301 \n",
       "  2053.82,107.265 2054.24,107.229 2054.66,107.192 2055.09,107.156 2055.51,107.119 2055.93,107.083 2056.35,107.047 2056.78,107.011 2057.2,106.974 2057.62,106.938 \n",
       "  2058.05,106.902 2058.47,106.865 2058.89,106.829 2059.31,106.793 2059.74,106.757 2060.16,106.72 2060.58,106.684 2061.01,106.648 2061.43,106.612 2061.85,106.575 \n",
       "  2062.27,106.539 2062.7,106.503 2063.12,106.467 2063.54,106.431 2063.97,106.394 2064.39,106.358 2064.81,106.322 2065.23,106.286 2065.66,106.25 2066.08,106.214 \n",
       "  2066.5,106.177 2066.93,106.141 2067.35,106.105 2067.77,106.069 2068.19,106.033 2068.62,105.997 2069.04,105.961 2069.46,105.925 2069.89,105.889 2070.31,105.853 \n",
       "  2070.73,105.816 2071.15,105.78 2071.58,105.744 2072,105.708 2072.42,105.672 2072.85,105.636 2073.27,105.6 2073.69,105.564 2074.11,105.528 2074.54,105.492 \n",
       "  2074.96,105.456 2075.38,105.42 2075.8,105.384 2076.23,105.348 2076.65,105.312 2077.07,105.276 2077.5,105.24 2077.92,105.204 2078.34,105.168 2078.76,105.133 \n",
       "  2079.19,105.097 2079.61,105.061 2080.03,105.025 2080.46,104.989 2080.88,104.953 2081.3,104.917 2081.72,104.881 2082.15,104.845 2082.57,104.81 2082.99,104.774 \n",
       "  2083.42,104.738 2083.84,104.702 2084.26,104.666 2084.68,104.63 2085.11,104.594 2085.53,104.559 2085.95,104.523 2086.38,104.487 2086.8,104.451 2087.22,104.415 \n",
       "  2087.64,104.38 2088.07,104.344 2088.49,104.308 2088.91,104.272 2089.34,104.237 2089.76,104.201 2090.18,104.165 2090.6,104.129 2091.03,104.094 2091.45,104.058 \n",
       "  2091.87,104.022 2092.3,103.987 2092.72,103.951 2093.14,103.915 2093.56,103.88 2093.99,103.844 2094.41,103.808 2094.83,103.773 2095.25,103.737 2095.68,103.701 \n",
       "  2096.1,103.666 2096.52,103.63 2096.95,103.594 2097.37,103.559 2097.79,103.523 2098.21,103.487 2098.64,103.452 2099.06,103.416 2099.48,103.381 2099.91,103.345 \n",
       "  2100.33,103.31 2100.75,103.274 2101.17,103.238 2101.6,103.203 2102.02,103.167 2102.44,103.132 2102.87,103.096 2103.29,103.061 2103.71,103.025 2104.13,102.99 \n",
       "  2104.56,102.954 2104.98,102.919 2105.4,102.883 2105.83,102.848 2106.25,102.812 2106.67,102.777 2107.09,102.741 2107.52,102.706 2107.94,102.671 2108.36,102.635 \n",
       "  2108.79,102.6 2109.21,102.564 2109.63,102.529 2110.05,102.493 2110.48,102.458 2110.9,102.423 2111.32,102.387 2111.75,102.352 2112.17,102.317 2112.59,102.281 \n",
       "  2113.01,102.246 2113.44,102.21 2113.86,102.175 2114.28,102.14 2114.7,102.104 2115.13,102.069 2115.55,102.034 2115.97,101.998 2116.4,101.963 2116.82,101.928 \n",
       "  2117.24,101.893 2117.66,101.857 2118.09,101.822 2118.51,101.787 2118.93,101.752 2119.36,101.716 2119.78,101.681 2120.2,101.646 2120.62,101.611 2121.05,101.575 \n",
       "  2121.47,101.54 2121.89,101.505 2122.32,101.47 2122.74,101.434 2123.16,101.399 2123.58,101.364 2124.01,101.329 2124.43,101.294 2124.85,101.259 2125.28,101.223 \n",
       "  2125.7,101.188 2126.12,101.153 2126.54,101.118 2126.97,101.083 2127.39,101.048 2127.81,101.013 2128.24,100.978 2128.66,100.942 2129.08,100.907 2129.5,100.872 \n",
       "  2129.93,100.837 2130.35,100.802 2130.77,100.767 2131.2,100.732 2131.62,100.697 2132.04,100.662 2132.46,100.627 2132.89,100.592 2133.31,100.557 2133.73,100.522 \n",
       "  2134.15,100.487 2134.58,100.452 2135,100.417 2135.42,100.382 2135.85,100.347 2136.27,100.312 2136.69,100.277 2137.11,100.242 2137.54,100.207 2137.96,100.172 \n",
       "  2138.38,100.137 2138.81,100.102 2139.23,100.067 2139.65,100.032 2140.07,99.9972 2140.5,99.9623 2140.92,99.9274 2141.34,99.8925 2141.77,99.8576 2142.19,99.8227 \n",
       "  2142.61,99.7878 2143.03,99.753 2143.46,99.7181 2143.88,99.6832 2144.3,99.6484 2144.73,99.6135 2145.15,99.5787 2145.57,99.5439 2145.99,99.5091 2146.42,99.4742 \n",
       "  2146.84,99.4394 2147.26,99.4046 2147.69,99.3698 2148.11,99.335 2148.53,99.3002 2148.95,99.2655 2149.38,99.2307 2149.8,99.1959 2150.22,99.1612 2150.65,99.1264 \n",
       "  2151.07,99.0917 2151.49,99.0569 2151.91,99.0222 2152.34,98.9875 2152.76,98.9528 2153.18,98.9181 2153.6,98.8834 2154.03,98.8487 2154.45,98.814 2154.87,98.7793 \n",
       "  2155.3,98.7446 2155.72,98.7099 2156.14,98.6753 2156.56,98.6406 2156.99,98.606 2157.41,98.5713 2157.83,98.5367 2158.26,98.5021 2158.68,98.4674 2159.1,98.4328 \n",
       "  2159.52,98.3982 2159.95,98.3636 2160.37,98.329 2160.79,98.2944 2161.22,98.2598 2161.64,98.2252 2162.06,98.1907 2162.48,98.1561 2162.91,98.1216 2163.33,98.087 \n",
       "  2163.75,98.0525 2164.18,98.0179 2164.6,97.9834 2165.02,97.9489 2165.44,97.9143 2165.87,97.8798 2166.29,97.8453 2166.71,97.8108 2167.14,97.7763 2167.56,97.7419 \n",
       "  2167.98,97.7074 2168.4,97.6729 2168.83,97.6384 2169.25,97.604 2169.67,97.5695 2170.1,97.5351 2170.52,97.5006 2170.94,97.4662 2171.36,97.4318 2171.79,97.3974 \n",
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      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y = model4(1:0.01:50, fit4.param)\n",
    "plot(1:0.01:50, y)\n",
    "scatter!(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "id": "4cded8da-23c9-4f30-a539-a2bdad98f9ed",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T16:55:09.486000+08:00",
     "iopub.status.busy": "2022-03-22T16:55:09.486000+08:00",
     "iopub.status.idle": "2022-03-22T16:55:09.549000+08:00",
     "shell.execute_reply": "2022-03-22T16:55:09.549000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "_show_fit (generic function with 2 methods)"
      ]
     },
     "execution_count": 123,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "include(\"core.jl\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "id": "7c07554a-d096-45cf-94fa-0a8195b65f2d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T16:55:31.496000+08:00",
     "iopub.status.busy": "2022-03-22T16:55:31.495000+08:00",
     "iopub.status.idle": "2022-03-22T16:55:32.181000+08:00",
     "shell.execute_reply": "2022-03-22T16:55:32.181000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <Figure size 600x400 with 1 Axes>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "sys:1: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.\n",
      "sys:1: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.\n"
     ]
    },
    {
     "data": {
      "image/png": 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"
     },
     "execution_count": 126,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fit= exp_fit(xdata, ydata);\n",
    "_show_fit(fit, exp_model, xdata, ydata)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "id": "8bca6dc3-6b0c-462d-a08e-a15b40b4cfe5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-03-22T16:55:32.837000+08:00",
     "iopub.status.busy": "2022-03-22T16:55:32.837000+08:00",
     "iopub.status.idle": "2022-03-22T16:55:32.875000+08:00",
     "shell.execute_reply": "2022-03-22T16:55:32.873000+08:00"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LsqFit.LsqFitResult{Vector{Float64}, Vector{Float64}, Matrix{Float64}, Vector{Float64}}([0.8366300457519024, 2.931877705599004], [-0.007859244633505819, 0.004249776768960434, 1.2453726377592567e-5, -0.005236218761425104, -0.007592890449941492, -0.00755295207160811, -0.004779604238419277, -0.00029138086933055973, 0.004283182199797064, 0.007933257287827788  …  -0.02741609641229492, -0.03257448464082613, -0.03708588441852578, -0.04039548946624194, -0.04246893943297392, -0.044461991402276024, -0.04673706528032884, -0.04933717018015138, -0.04987901841361653, -0.046534098838446836], [0.2889967985976989 -0.0692011499428746; 0.4944744475947041 -0.09840447829824006; … ; 0.9999999448282512 -2.631157966130798e-7; 0.9999999607790611 -1.908919158990594e-7], true, Float64[])"
      ]
     },
     "execution_count": 127,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9a4c6011-c74e-409e-8443-868b4b03f576",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.7.2",
   "language": "julia",
   "name": "julia-1.7"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
